Projects

AI Built Across Every Domain That Matters

A working portfolio of 91+ projects, from a production security-product suite shipped as Head of AI Security at Symosis, to open-source AI work spanning healthcare, finance, agentic systems, and the enterprise.

91+
Projects
24
Security Platforms
9
Domains
Symosis Security Suite

A production security-product suite, built single-handedly

As Head of AI Security at Symosis Security, I designed and shipped a portfolio of 20+ production and production-grade platforms across the AI-security and GRC space, from multi-cloud AI-agent governance and autonomous penetration testing to compliance automation and governed RAG. Each one is engineered on a signature Workflows to Agents to Tools pattern that confines the LLM to reasoning while enforcing detection and policy in deterministic, unit-tested code.

24
Platforms built
6
Product lines
20+
Regulatory frameworks mapped
9
Multi-LLM providers shipped

AI Security & Governance

9

Securing AI agents, non-human identities, and the LLM tool layer across multi-cloud enterprises.

Symosis Iris

AI-Agent Security & Governance

★ Flagship

Multi-cloud AI-agent & non-human-identity discovery

Deployed inside the client's own cloud, Iris discovers every AI agent and non-human identity across AWS, Azure, and GCP, maps them into a Neo4j relationship graph, hardens MCP servers, baselines behavior, and right-sizes permissions. No data leaves the environment.

Over 40% least-privilege scope reduction with zero production breakage
PythonNeo4jOpen Policy Agent (Rego)boto3 / Azure / GCP SDKsscikit-learn
StandardsNIST AI RMFMITRE ATLASOWASP LLM Top 10EU AI Act
Symosis Security Proprietary

Symosis ARGUS

AI Governance Framework

★ Flagship

Shadow-AI discovery & EU AI Act governance

An audit-ready AI governance system that discovers shadow AI across the identity plane, classifies every tool by regulatory risk tier, maps 57 controls to EU AI Act, NIST AI RMF, and ISO 42001, and enforces policy through the client's existing IAM and CASB stack.

57 controls mapped in code; under 48-hour drift-to-ticket SLA
PythonSQLiteOkta / Entra APIsNetskope CASBOPAJWT-secured MCP
StandardsEU AI ActNIST AI RMFISO 42001
Symosis Security Proprietary

SYNAPSE

Secure AI Integration

★ Flagship

Defense-in-depth for enterprise AI touch points

A roughly 9,400-line security layer that sits between enterprise AI systems (M365 Copilot, GitHub Copilot, custom LLMs) and the business, deciding what gets through at every input, model call, output, access, and audit point.

Over 95% prompt-injection detection at under 0.5% false positives; 30-attack red-team suite
PythonFastAPIMSAL / OIDCSemgrepCodeQLGitleaks
StandardsOWASP LLM Top 10CIS Benchmarks
Symosis Security Proprietary

Symosis Prism

Agentic SOC & Custom Detection

★ Flagship

AI investigation agents plus custom ML detection

Layers LangGraph investigation agents and custom ML detection models on a client's existing SIEM or XDR to cut SOC alert noise, with human-in-the-loop on every consequential decision and a tamper-evident, hash-chained audit trail.

70 to 90% SOC alert-noise reduction with hard model acceptance gates
PythonXGBoostSHAPOptunaMLflowONNX
StandardsMITRE ATT&CK
Symosis Security Proprietary

AI-Powered Penetration Testing

Autonomous Pentest Platform

Claude as an autonomous pentest orchestrator

An end-to-end autonomous penetration-testing platform where Claude reads methodology SOPs, chains 10-plus security tools, decides on findings, and generates professional PDF reports, with legal and scope guardrails the AI cannot bypass.

HMAC-signed scope enforcement plus DB-trigger append-only audit the model cannot override
Claude SonnetPythonnmapNucleiMetasploitOWASP ZAP
StandardsOWASPMITRE ATT&CK
Symosis Security Proprietary

AI Code Scanner

Software Composition Analysis

SCA scanning prioritized by real exploitability

An enterprise Software Composition Analysis scanner that builds a dependency inventory, maps it against live CVEs, and prioritizes by actual exploitable risk rather than raw CVSS, proposing deterministic copy-pasteable fixes.

Composite risk = CVSS x EPSS x KEV x reachability x exposure; SARIF for GitHub Code Scanning
PythonFastAPIAnthropic (forced tool-use)OSV.devEPSSCISA KEV
StandardsOWASPCWE
Symosis Security Proprietary

AgentGuard

Non-Human Identity Governance

★ Flagship

Discover, risk-score & auto-rotate machine credentials

A multi-tenant SaaS that discovers, risk-scores, and auto-rotates non-human credentials (API keys, service accounts, OAuth tokens, AI-agent creds) across AWS, Azure, GCP, and GitHub, without raw IAM data leaving the customer's VPC.

Two-plane architecture with fail-closed, deterministic auto-rotation
Next.js 16FastAPIOPA / RegoPostgreSQL (RLS)ClickHouseEKS / Terraform / ArgoCD
StandardsSOC 2NIST 800-53PCI DSSISO 27001
Symosis Security View code

MCPGuard

MCP Server Security Scanner

★ Flagship

The 'npm audit' for Model Context Protocol servers

A security scanner for MCP servers that statically and dynamically scans a config, manifest, or live connection and emits a graded, CI-gating report mapped to the OWASP LLM and Agentic Top 10, CWE, and MCP CVE classes.

7 detection rules, ~98% test coverage, parity-tested TypeScript port, live MCP Registry
Python (zero-dependency core)Next.js 16VitestMCP SDK
StandardsOWASP LLM Top 10CWE
Symosis Security View code

Zero-Day Sentinel

Zero-Day Intel & Auto-Remediation

7-agent zero-day intelligence & remediation

AI zero-day vulnerability intelligence combining live threat feeds, a 7-agent pipeline, and local system scanning to move teams from awareness to remediation in minutes, generating EDR threat-hunting queries and APT attributions.

4,373 CVEs ingested; EDR queries for 7 platforms (FQL / KQL / EQL / AQL / CBQL); 40+ APT groups
PythonFastAPIOpenAINext.jsNVD / CISA KEV / ExploitDBSSE streaming
StandardsMITRE ATT&CK
Symosis Security Proprietary

SSPM & SaaS Integration

4

SaaS Security Posture Management platforms and production data-ingestion connectors.

Symosis SSPM

SaaS Security Posture Management

Full-stack SSPM across 8 SaaS providers

A full-stack SaaS Security Posture Management platform connecting 8 providers (Salesforce, Google Workspace, ServiceNow, Slack, Okta, Jira, Microsoft 365, GitHub), surfacing findings and orchestrating AI-driven remediation with human approval.

8 integrations, natural-language-to-SQL, real Jira and ServiceNow ticketing
React 19ExpressPostgreSQLGPT-4o / DeepSeek / KimiClaude
StandardsSOC 2ISO 27001NIST CSF 2.0CIS v8
Symosis Security Proprietary

SSPM Custom Integrations

LinkedIn InfoSec

Production SaaS connectors into LinkedIn's data platform

Config-driven ingestion connectors pulling user and security data from enterprise SaaS apps into LinkedIn's Enterprise Data Platform (Databricks) for SSPM, feeding Adaptive Shield. Real production enterprise contract work.

8 production connectors, multi-region and multi-environment aware
PythonDatabricksAzure Key VaultOAuth2 / IMSLinkedIn CI/CD
StandardsSSPM
Production - LinkedIn InfoSec Proprietary

SSPM Enterprise Platform

Multi-Tenant SSPM API

TypeScript / Fastify SSPM backend

A production-oriented SSPM backend implementing a confidential Enterprise Platform PRD, with a multi-tenant API, AI-driven API-surface discovery, security classification, dashboards, AI chat, and ITSM sync.

Row-level security plus DB-level append-only audit triggers; RS256 with refresh rotation
TypeScriptFastify 5PostgreSQL (RLS)RS256 JWTTOTP MFAArgon2
StandardsSOC 2
Symosis Security Proprietary

SaaS-Integrations Platform

Integration Monorepo

Config-driven enterprise integration platform

An enterprise integration platform with secure connections, queued ingestion workers, tenant-isolated storage, a SQL workspace with natural-language querying, and an SSPM policy engine. Add a connector by dropping a YAML file.

7-role RBAC, YAML-config connectors with no code changes
NestJS 11Next.js 16Prisma 7PostgreSQLBullMQRedis
StandardsSSPM
Symosis Security Proprietary

GRC & Compliance Automation

7

AI systems that automate gap analysis, evidence reconciliation, and remediation across regulatory frameworks.

Security-Mapper

Compliance Gap Platform

★ Flagship

Flagship compliance-gap SaaS, 268 commits

An AI-powered multi-tenant compliance platform: upload standards and company docs, get parallel LLM-driven gap evaluation, POA&Ms, remediation roadmaps, and a compliance chatbot. The most production-hardened build in the suite.

268 commits, hundreds of Azure blue/green deploys, OpenTelemetry and Prometheus observability
FastAPIPostgreSQLRedis / RQOpenAI / LangChain / Claude OpusAzure AI Search
StandardsNISTISO 27001SOC 2CIS
Symosis Security Proprietary

EvidenceIQ

Evidence Reconciliation Engine

Policy-claim vs live-evidence reconciliation

A multi-tenant SaaS that cross-references what security policy documents claim against what live APIs actually show, surfacing contradictions, risk-scoring them, and mapping them to compliance frameworks.

7-agent pipeline over 8 evidence providers with SSE live streaming and mid-run cancel
FastAPIPostgreSQLPineconeGPT-4o + Claude (dual-LLM)React
StandardsNIST CSFSOC 2ISO 27001CIS
Symosis Security Proprietary

AI Risk Finder

Automated Gap Analysis

Framework gap analysis with advanced RAG

Upload policy and evidence docs, pick a framework, and get automated gap analysis with prioritized remediation via a 3-phase retrieval pipeline and a CMMI-anchored LLM evaluator.

HyDE plus multi-query expansion plus Cohere reranking; live control-by-control feed
FastAPIPineconeOpenAI embeddingsCohere rerankingReactGoogle OAuth
StandardsNIST CSF 2.0ISO 27001SOC 2CIS v8
Symosis Security Proprietary

POAM-Plus

AI Remediation Playbooks

POA&M entries to platform-specific playbooks

An AI SaaS that transforms vague Plan of Action & Milestones entries into platform-specific, step-by-step remediation playbooks for Azure, M365, Okta, AWS, GCP, ServiceNow, and on-prem.

Self-healing multi-model fallback loop that never crashes; status state machine
FastAPIPostgreSQLRedis / RQClaude Sonnet + GPT-4oPineconeTavily
StandardsNIST 800-53FedRAMPCMMCISO 27001SOC 2
Symosis Security Proprietary

Vendor Risk Dossier Generator

Third-Party Risk

Vendor risk dossiers from security artifacts

An AI SaaS that generates comprehensive third-party vendor risk dossiers from uploaded artifacts (SOC 2, DPAs, questionnaires): exec summary, control coverage, gaps with severity, follow-up questions, and draft contract clauses.

In-database pgvector RAG with a clean multi-tenant data model and PDF export
Next.js 14TypeScriptPostgreSQL + Prisma + pgvectorGPT-4oNextAuth
StandardsNIST CSFISO 27001SOC 2HIPAA
Symosis Security Proprietary

Reconciliation Engine

3-Way Triangulation

Claims vs policy vs framework triangulation

A compliance conflict engine that triangulates three sources of truth, what people claim, what policy docs say, and what a framework requires, to surface understated risk, overstated maturity, or missing documentation.

5-agent pipeline with 8-thread parallel LLM and 6 conflict types
FastAPIDeepSeek to Claude to GPT-4o chainReactVite
StandardsNIST CSF 2.0NIST 800-53ISO 27001
Symosis Security Proprietary

Compliance Copilot

Deterministic Maturity Scorer

Rule-based CMMI maturity scoring, no LLM

An app that assesses security policy documents against NIST CSF v2.0, ISO 27001, and SOC 2 and computes CMMI-style maturity scores, deliberately deterministic and rule-based for cost and reproducibility. The judgment call to not use AI where it isn't needed.

Deterministic by design; pluggable mapper factory with evidence snippets
FastAPIpdfplumberDockerAzure App Service
StandardsNIST CSF 2.0ISO 27001SOC 2
Symosis Security View code

Governed RAG & Knowledge

2

Auditable, access-controlled retrieval platforms for enterprise and public-sector knowledge.

governed_rag_core

Governed, Pluggable RAG Platform

★ Flagship

Auditable RAG core with a governance lifecycle

A reference implementation of a modular, governed, auditable RAG core with a formal draft to validate to propose to approve to publish artifact lifecycle and a full audit ledger. The most architecturally sophisticated project in the suite.

~38 swappable plugins across 12 categories; provider-agnostic by design
FastAPINext.js7 LLM providers8 vector storesLangChain / LangGraph / LlamaIndex / Haystack
StandardsGovernance lifecycle
Symosis Security Proprietary

GovAssist AI

Municipal RAG Assistant

Public-sector RAG across web, SMS & email

A RAG chatbot for municipalities giving staff and residents accurate, source-cited answers grounded in the agency's own documents, 24/7 across web, email, and SMS, with SAML SSO and prompt-injection defense.

Targets under 3s p95, 94% self-service resolution, 5+ languages, 500+ concurrent users
FastAPIClaude SonnetWeaviatelocal embeddings + rerankerSAML / Azure ADTwilio / SendGrid
StandardsSAML 2.0
Symosis Security Proprietary

MSSP & SOC Automation

1

Incident orchestration and detection tooling for managed security operations.

MSSP Hub

Incident Orchestration

Normalize & route security incidents at scale

A platform that ingests security incidents from multiple MSSP providers, normalizes them into one schema, applies automation rules, and fans out notifications across Slack, Email, Teams, Discord, and webhooks.

6 provider adapters, 5 notification channels, incident dedupe with bidirectional sync
Next.js 16NestJS 11Prisma 6PostgreSQLBullMQRedis
StandardsMSSP
Symosis Security Proprietary

Government Contracting

1

Federated data tooling for public-sector opportunity discovery.

RFP Bidder

Gov Opportunity Aggregator

Federated federal opportunity search

A US government contract and grant opportunity aggregator that federates search across SAM.gov, Simpler Grants, Data.gov, FPDS, and Socrata into one searchable interface with caching and CSV export.

5 federated federal data sources with defensive JSON traversal and graceful source skipping
FastAPINext.js 16React 19SQLite cache
StandardsGovCon
Symosis Security Proprietary

Open-Source & Personal Projects

Public builds across every domain I work in. Filter, or open a domain tile above to see depth in a space.

Explore All Work

AI Security & Governance

Attack Surface Intel

AI-powered external attack surface management

External attack surface management and cyber threat intelligence platform that maps an organization's internet-facing footprint and enriches it with AI-driven risk analysis, giving security teams a live, prioritized view of exposure.

Attack Surface ManagementThreat IntelligenceCybersecurityOSINT
Python
AI Security & Governance

Fake Finder

AI misinformation and fake-content detector

Detection system that flags AI-generated and manipulated content, helping teams defend against misinformation and synthetic-media fraud, an increasingly weaponized threat vector for enterprises.

MisinformationDeepfake DetectionContent IntegrityML
Python
AI Security & Governance

Plagiarism Detector

AI-assisted originality and plagiarism checker

Semantic plagiarism detection that goes beyond string matching to catch paraphrased and AI-rewritten copying using embedding-based similarity.

Plagiarism DetectionEmbeddingsNLPContent Integrity
TypeScript
AI Security & Governance

Autonomous Standards Compiler

Compile security standards into structured controls

An autonomous pipeline that compiles regulatory standards and security policy text into structured, machine-readable requirements and controls, turning dense compliance documents into data that governance tooling can act on.

Compliance AutomationGRCPolicy as CodeNLP
Python
Agentic AI & Multi-Agent Systems★ Featured

RFP Autopilot

Multi-agent system that writes winning RFP responses

Agentic RFP autopilot that decomposes a request for proposal, researches answers across a knowledge base, and drafts compliant, on-brand responses with a coordinated team of specialized agents, collapsing days of proposal work into hours.

Multi-AgentRFP AutomationLLM OrchestrationRAG
Python
Agentic AI & Multi-Agent Systems★ Featured

LangGraph Multi-Agent System

Stateful multi-agent orchestration with LangGraph

A multi-agent orchestration framework built on LangGraph, wiring specialized agents into a stateful graph with shared memory, tool routing, and human-in-the-loop checkpoints, a reference architecture for production agent workflows.

LangGraphMulti-AgentOrchestrationLLMOps
Jupyter Notebook
Agentic AI & Multi-Agent Systems

Multi-Agent Workflows (LlamaIndex)

Collaborative agent workflows on LlamaIndex

Multi-agent workflows built with LlamaIndex, coordinating retrieval, reasoning, and tool-using agents over enterprise documents to answer complex, multi-step questions.

LlamaIndexMulti-AgentRAGAgent Workflows
Jupyter Notebook
Agentic AI & Multi-Agent Systems

Multi-Agent Task Automation

Agents that collaborate to automate tasks end to end

A multi-agent system for collaborative task automation, where planner, worker, and reviewer agents divide a goal, execute in parallel, and reconcile results.

Multi-AgentTask AutomationAgent CollaborationNode.js
JavaScript
Agentic AI & Multi-Agent Systems

AI Code Review Agent

Autonomous agent that reviews pull requests

An autonomous code-review agent that reads diffs, reasons about correctness and security, and posts actionable review comments, bringing consistent senior-level review to every pull request.

Code ReviewAutonomous AgentDevSecOpsLLM
Python
Agentic AI & Multi-Agent Systems

Job Scout Agent

Autonomous agent that hunts and ranks jobs

An autonomous agent that continuously scouts job boards, matches roles against a candidate profile, and ranks the best-fit opportunities without manual searching.

Autonomous AgentJob SearchWeb AutomationLLM
TypeScript
Agentic AI & Multi-Agent Systems

RFP Builder

AI-assisted RFP response builder

An AI-assisted builder for drafting and structuring RFP responses section by section, keeping proposal answers compliant and on-brand, the interactive counterpart to the fully autonomous RFP Autopilot.

RFP AutomationProposal WritingLLMAgentic AI
TypeScript
Agentic AI & Multi-Agent Systems

Logistics Integrations Assistant

AI assistant for logistics system integrations

An AI assistant that helps logistics teams stand up system integrations, guiding connector configuration and integration workflows so carriers, warehouses, and order systems talk to each other faster.

LogisticsSystem IntegrationAI AssistantWorkflow Automation
Python
Healthcare AI★ Featured

Substantia

Deterministic regulatory reasoning for FDA 510(k) and EU MDR

A regulatory reasoning platform for medical device submissions built on one principle: the model reasons, drafts, and explains, while deterministic code classifies, decides equivalence, enforces gates, and binds citations. Every published claim traces to a source through a knowledge graph, backed by a hash-chained audit ledger and eval gates that guard against hallucination in a submission where accuracy is legally binding.

Regulatory AIFDA 510(k)EU MDRKnowledge Graph
Python
Healthcare AI★ Featured

Dental AI Platform

AI-native operating system for multi-location dental groups

An intelligent control plane that sits above a legacy practice management system (OpenDental), mirrors on-prem data to the cloud through an idempotent edge synchronizer, and orchestrates LangGraph agents for scheduling, billing, and clinical workflows on Temporal-durable execution, with a human approval gate in front of every consequential action. A patient cancellation in the PMS triggers an agent that backfills the slot and books the replacement appointment back into OpenDental, end to end.

HealthcareLangGraphTemporalMulti-Agent
TypeScript
Healthcare AI★ Featured

Cura Healthcare

AI-first healthcare experience

A healthcare application that brings AI into the patient journey, from intake and triage to guidance, designed for the trust and clarity a clinical setting demands.

HealthcarePatient ExperienceAI AssistantFull-Stack
TypeScript
Healthcare AI

PatientCare RAG Bot

Grounded clinical Q&A over medical knowledge

A retrieval-augmented chatbot that answers patient-care questions grounded in a curated medical knowledge base, reducing hallucination risk in a domain where accuracy is non-negotiable.

HealthcareRAGClinical NLPVector Search
Python
Healthcare AI

Melanoma Detection

CNN skin-cancer classifier from dermoscopic images

A custom convolutional neural network that classifies melanoma and other skin conditions from dermoscopic images, applying deep learning to early cancer screening.

Medical ImagingComputer VisionCNNTensorFlow
Jupyter Notebook
Healthcare AI

BreatheIT MCP

MCP server for a wellness platform

A Model Context Protocol server for the BreatheIT wellness platform, exposing platform data and actions to AI agents through the emerging standard for tool integration.

MCPWellnessHealth TechAI Integration
JavaScript
Finance & Fintech AI★ Featured

FinRAG

Retrieval-augmented AI for financial documents

A financial RAG system that answers questions over filings, reports, and market documents with source-grounded citations, built for the accuracy and traceability finance workflows require.

FinanceRAGDocument AIVector Search
Python
Finance & Fintech AI

Mitigating Banking Fraud

ML fraud detection on imbalanced transaction data

A machine-learning pipeline that detects fraudulent banking transactions on highly imbalanced data, using resampling and ensemble models to maximize recall without drowning analysts in false positives.

Fraud DetectionImbalanced DataClassificationRisk
Jupyter Notebook
Finance & Fintech AI

Stock Analyzer

AI-assisted equity analysis

A tool that analyzes stocks by combining market data with AI-generated summaries and signals, turning raw financials into readable insight.

FinanceEquity AnalysisMarket DataLLM
Python
Finance & Fintech AI

Lending Club Case Study

Credit-risk EDA on consumer loans

An exploratory data analysis of Lending Club loan data identifying the driving factors behind loan default, the kind of credit-risk analysis that underpins lending decisions.

Credit RiskEDAData AnalysisLending
Jupyter Notebook
Finance & Fintech AI

Housing Price Prediction

Regression modeling for property valuation

A regression model that predicts housing prices from property and market features, covering the full workflow from feature engineering to model evaluation.

RegressionPrice PredictionFeature EngineeringML
Jupyter Notebook
Enterprise AI & Search★ Featured

Enterprise Knowledge Graph

Knowledge graphs built over organizational data

A builder that constructs an enterprise knowledge graph over an organization's data, connecting people, documents, and entities so AI systems can reason over relationships instead of isolated chunks.

Knowledge GraphEnterprise AIGraphRAGSemantic Layer
Python
Enterprise AI & Search

Smart Search

Semantic search that understands intent

An AI-powered semantic search application that retrieves by meaning rather than keywords, delivering relevant results across large document and product corpora.

Semantic SearchEmbeddingsVector SearchRAG
TypeScript
Enterprise AI & Search

Azure OpenAI Chatbot

Enterprise chatbot on Azure OpenAI

A production-oriented conversational assistant built on Azure OpenAI, demonstrating enterprise deployment patterns: managed keys, grounding, and controlled responses.

Azure OpenAIEnterpriseChatbotCloud
Python
Enterprise AI & Search

Chat Assistant

LLM-powered conversational assistant

A flexible LLM chat assistant scaffold with streaming responses and tool hooks, a clean foundation for domain-specific copilots.

ChatbotLLMConversational AI
Python
Enterprise AI & Search

E-commerce Chatbot

Shopping assistant for online storefronts

A conversational commerce assistant that helps shoppers find products, answer questions, and complete purchases, lifting conversion through natural-language discovery.

E-commerceConversational AIProduct DiscoveryLLM
Python
Enterprise AI & Search

Context Splitter

Smart chunking for LLM pipelines

A document and context splitter that chunks source material intelligently for LLM pipelines, preserving structure and semantics to improve retrieval quality.

ChunkingRAGDocument ProcessingLLM Infrastructure
Python
Enterprise AI & Search

SEO Tool

AI-driven SEO analysis and optimization

An AI SEO tool that audits pages, surfaces optimization opportunities, and generates recommendations to improve search visibility.

SEOContent OptimizationMarketing AILLM
Python
Enterprise AI & Search

Newsletter Platform

AI-assisted authoring and delivery

A newsletter platform that uses AI to draft, format, and personalize issues, then handles delivery, an end-to-end publishing workflow.

Content PlatformPersonalizationLLMFull-Stack
TypeScript
Content & Media Generation

Article Writer

AI long-form content writer

An AI article and content writer that researches a topic and produces structured, on-brand long-form drafts, built to scale content production without losing quality.

Content GenerationCopywritingLLMSEO
Python
Content & Media Generation

News2Social

Turn news articles into social posts

A pipeline that ingests news articles and generates platform-tailored social-media posts, automating the news-to-distribution loop.

Content AutomationSocial MediaSummarizationLLM
Python
Content & Media Generation

Video Creator

AI video creation pipeline

An AI video creation pipeline that assembles scripts, voiceover, and visuals into finished videos, compressing production into an automated workflow.

Video GenerationMultimodal AIMedia PipelineTTS
Python
Content & Media Generation

Translate Video

AI video translation and dubbing

A tool that translates and re-voices video into other languages, combining transcription, translation, and speech synthesis to localize content automatically.

Video TranslationDubbingSpeech AILocalization
Python
Content & Media Generation

EchoScribe

AI transcription and note-taking

An AI transcription tool that turns speech and audio into accurate, structured text and notes, built for meetings, interviews, and research.

Speech-to-TextTranscriptionWhisperAudio AI
Python
Content & Media Generation

Research Paper Helper

AI assistant for reading research papers

An assistant that reads, summarizes, and answers questions about academic papers, helping researchers digest dense literature faster.

ResearchSummarizationDocument AILLM
Content & Media Generation

Trustworthy Study Search

Credibility-ranked academic and video search

A study-focused search tool that surfaces academic papers and educational videos with previews, ranking results for trustworthiness so learners and researchers start from credible sources.

Academic SearchInformation RetrievalEdTechResearch
Python
Content & Media Generation

Video Editor

Programmatic video editing in Python

A Python video-editing utility that trims, processes, and transforms video assets programmatically, automating the repetitive cutting and conversion steps of a media pipeline.

Video ProcessingMedia PipelineAutomationPython
Python
Content & Media Generation

YouTube Downloader

Video and audio download utility

A utility for downloading YouTube video and audio content for offline processing, a practical building block that feeds the video translation and editing pipelines.

Media ToolingVideoAudioUtilities
Python
Developer & Productivity Tools

Prompt Builder

Interactive prompt-engineering workbench

An interactive builder for crafting, testing, and refining prompts, giving teams a structured way to engineer and version their prompts.

Prompt EngineeringDeveloper ToolsLLMProductivity
Python
Developer & Productivity Tools

Code Explainer

AI that explains unfamiliar code

A tool that reads source code and produces clear, human explanations of what it does and why, accelerating onboarding and code comprehension.

Developer ToolsCode UnderstandingLLMDX
Python
Developer & Productivity Tools

Text to CSV

Turn unstructured text into structured data

An LLM-powered converter that extracts structured CSV from messy, unstructured text, a practical bridge from documents to databases.

Data ExtractionStructured OutputETLLLM
Python
Developer & Productivity Tools

Idea Generator

AI brainstorming partner

An AI idea-generation tool that expands a seed prompt into a diverse set of concepts, a fast brainstorming partner for product and content teams.

IdeationCreativityLLMProduct
TypeScript
Developer & Productivity Tools

Page Summarizer & QA Extension

Browser extension for instant page Q&A

A browser extension that summarizes any web page and answers questions about it in place, bringing an LLM copilot to the reading experience.

Browser ExtensionSummarizationQ&AProductivity
JavaScript
Developer & Productivity Tools

IntelliApply Extension

Intelligent job-application autofill

A browser extension that intelligently autofills job applications from a candidate profile, eliminating the repetitive data entry of the job hunt.

Browser ExtensionAutomationAutofillProductivity
TypeScript
Developer & Productivity Tools

JobFusion AI

AI job-search and application assistant

An AI assistant that streamlines the whole job search, matching roles, tailoring materials, and tracking applications in one place.

Job SearchCareer TechLLMAutomation
Python
Developer & Productivity Tools

Prospector

AI sales-prospecting assistant

An AI sales-prospecting assistant that researches leads and drafts personalized outreach, helping sales teams find and engage the right accounts faster.

SalesProspectingOutreachLLM
Python
Developer & Productivity Tools

AutoApply Pro

Automated job-application workflows

An automation assistant that streamlines job-application workflows end to end, handling the repetitive fill-and-submit cycle so candidates can spend their time on the roles that matter.

AutomationJob SearchCareer TechProductivity
Python
Developer & Productivity Tools

Project Builder

AI project scaffolding and code generation

A scaffolding utility that generates project structures and boilerplate with AI assistance, taking a developer from an idea to a runnable codebase skeleton in minutes.

ScaffoldingCode GenerationDeveloper ToolsLLM
Python
Developer & Productivity Tools

Mistral LLM Experiments

Hands-on experiments with open-weight Mistral models

Notebook experiments with Mistral large language models, covering inference, prompting, and evaluation of open-weight models as practical alternatives to closed APIs.

Open-Source LLMsMistralModel EvaluationNotebooks
Jupyter Notebook
Applied ML & Consumer Apps

Advanced Time Series Analysis

Forecasting repository activity with LSTM & Prophet

A time-series forecasting system that predicts repository activity and trends using TensorFlow/Keras LSTM networks alongside Facebook Prophet and StatsModels, benchmarking classical and deep-learning forecasters.

Time SeriesForecastingLSTMProphet
Python
Applied ML & Consumer Apps

Handwritten Text Recognition

Deep-learning OCR for handwriting

A deep-learning model that recognizes handwritten text from images, applying computer vision and sequence modeling to the classic OCR challenge.

Computer VisionOCRDeep LearningCNN
Jupyter Notebook
Applied ML & Consumer Apps

Social Network & Happiness Analysis

Graph analytics on social and well-being data

An online social-network analysis project that studies world-happiness data through graph analytics and community detection, extracting insight from network structure.

Network AnalysisGraph AnalyticsData ScienceNetworkX
Jupyter Notebook
Applied ML & Consumer Apps★ Featured

SF Event Finder

Live app for discovering San Francisco events

A deployed web app that surfaces and recommends San Francisco events, pairing a clean product experience with AI-assisted discovery.

Full-StackRecommendationsConsumer AppLive
Applied ML & Consumer Apps

Job Finder

Live job-discovery web app

A deployed job-discovery application that helps users search and filter opportunities through a fast, modern interface.

Full-StackJob SearchConsumer AppLive
TypeScript
Applied ML & Consumer Apps

Restaurant Finder

Restaurant discovery app

A restaurant-discovery app that helps users find places to eat with smart filtering and a clean, responsive interface.

Full-StackDiscoveryConsumer App
TypeScript
Applied ML & Consumer Apps

Movie Finder

AI movie recommendation app

A movie-discovery app that recommends films based on user preferences, combining a content catalog with AI-driven suggestions.

RecommendationsConsumer AppML
Python
Applied ML & Consumer Apps

Flairlabs GenAI Real Estate

Natural-language property search platform

A generative-AI real estate platform supporting natural-language property search and matching, letting buyers describe the home they want instead of wrestling with filter checkboxes.

Real EstateGenAISemantic SearchProperty Matching
Python
Applied ML & Consumer Apps

Real Estate Analytics (Streamlit)

Interactive property search and analysis

A Streamlit application for interactive real-estate search and analysis, pairing property data with fast, explorable dashboards for demos and decision support.

Real EstateStreamlitData AppsAnalytics
Python
Applied ML & Consumer Apps

Real Estate Web App

Web-based property browsing

A lightweight web application for browsing and discovering property listings, an early full-stack take on the real-estate discovery experience.

Real EstateWeb AppFront-End
HTML
Applied ML & Consumer Apps

Smart Educational Platform

AI-supported learning platform prototype

An education-technology platform prototype supporting learning workflows, student support, and course experiences, exploring how AI can personalize the classroom.

EdTechLearning PlatformAI in EducationFull-Stack
Full-Stack
Applied ML & Consumer Apps

Bike Sharing Demand Analysis

Regression modeling of bike-share ridership

A machine-learning analysis of bike-sharing demand, modeling how weather, season, and time of day drive ridership so operators can plan capacity ahead of the curve.

RegressionDemand ForecastingData ScienceML
Jupyter Notebook
Systems & Databases

B+ Tree Index

Disk-based B+ tree index in C

A disk-based B+ tree index implemented from scratch in C, supporting ordered key storage, search, insertion, and deletion, the same data structure that powers real database indexes.

B+ TreeIndexingDatabase InternalsC
Systems & Databases

Database Storage Manager

Page-level file storage engine in C

A database storage manager handling file and page-level operations, reading, writing, and appending fixed-size pages on disk, the lowest layer of a database engine built by hand.

Storage EngineFile I/ODatabase InternalsC
Systems & Databases

Database Buffer Manager

Buffer pool with page-replacement strategies

A buffer manager that caches disk pages in memory frames, managing reads, writes, dirty-page flushing, and replacement policies to minimize disk I/O, the performance heart of a database engine.

Buffer PoolCachingPage ReplacementC
Systems & Databases

Database Record Manager

Table and record operations over paged storage

A record manager supporting record navigation, insertion, deletion, and table scans over paged storage, built on the storage and buffer layers to complete a working mini database stack.

Record ManagementTable ScansDatabase InternalsC

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