1st Place Overall — NJIT GirlHacks
Winner — MLH Solana Track
Alexandria
A private AI search tool for company knowledge. Your login decides what you can read, every answer comes from documents verified against a hash anchored on Solana, and nothing leaves the machine. Built with Mayukha Ajeesh Ramsha Nath.
- Gave every user a 0–100 clearance score with unlabeled documents locked by default, so a support rep only searches what a support rep should see
- Ran search on ChromaDB with local Ollama agents (Llama 3 and nomic-embed-text), keeping documents and questions on the machine
- Hashed each senior-approved document with SHA-256 and anchored only the hash on Solana through an Anchor program written in Rust; at query time the document is re-hashed and any mismatch is dropped before the model sees it
- Routes unanswered questions to the right team’s channel, then turns the approved reply into verified knowledge for the next person who asks
Next.jsTypeScriptFastAPIPostgresChromaDBOllamaSolanaRustAnchorAzure
Real-Time Order Matching & Risk Engine
August 2026 — Present
An in-memory trade execution and limit order book engine processing 10,000+ synthetic financial transactions with sub-millisecond execution routing.
- Implemented real-time risk checks, automated circuit breakers, and Redis rate limiting to enforce margin controls and prevent portfolio slippage under volatility stress testing
PythonWebSocketsRedisDockerLocust
AI Investment Analysis Engine
September 2026 — Present
Processing 2 million+ financial documents and price target reports on an HPC supercomputer cluster to extract investor decision-making logic.
- Developing an NLP-driven machine learning model to replicate human financial analysis and generate predictive investment insights and price targets from market data
PythonPyTorchNLPHPCpandas
Winner — Fiserv / Rutgers Hack Day
Empathy Engine
A Chrome extension that runs real-time behavioral analysis during video calls, detecting vocal inflections to read emotional states. Built with the GDG team.
Chrome ExtensionNLPAudio Analysis
Breathe
A Chrome extension that watches for focus loss using MediaPipe computer vision, then guides you through a breathing exercise instead of letting you doomscroll.
MediaPipeJavaScriptChrome Extension API
Ether
A private two-person space where you communicate through mood, music, and shifting cloud environments instead of plain text. Real-time sync over Firebase.
ReactFirebaseFramer Motion
Virtual Home Lab
June 2026 — July 2026
A security monitoring lab on Microsoft Azure for practicing detection and incident triage.
- Detected and triaged 5+ simulated attacks mapped to MITRE ATT&CK techniques by building a virtual home lab on Microsoft Azure with 3 VMs across 1 segmented VNet, monitored through Microsoft Sentinel and Microsoft Defender
AzureMicrosoft SentinelMicrosoft DefenderActive DirectoryMITRE ATT&CK
February 2026 — April 2026
A static analysis engine that detects vulnerable patterns in AI-generated code across all 10 OWASP Top 10 security categories, without relying on external APIs.
- Protected AI generated code against 10 OWASP Top 10 security categories with a standalone JavaScript static analysis engine that detects vulnerable code patterns without any external API
- Closed the feedback loop between AI code generation and secure coding practice with a React web app that produces downloadable vulnerability reports with CWE references, severity ratings, and remediation guidance
JavaScriptSASTOWASP Top 10CWE
Stock Trading Bot
Algorithmic trading with MACD and SMA strategies, executing live through the Alpaca API. Built to test whether textbook signals survive contact with a real market.
PythonAlpaca APITA-Lib
Resume Customization Tool
A Streamlit app that takes a job posting and generates a role-specific resume: Claude API drafts the content, LaTeX compiles it to a clean PDF.
PythonStreamlitClaude APILaTeX
Conversational Anki
Flashcards that talk back. Claude generates the deck from your material, then runs the study session as a conversation instead of rote flipping.
ReactClaude API
Automated AI Messaging Agents
AI agents that handle communication workflows end to end, cutting manual intervention by 60%.
PythonTensorFlowNode.js
Hunger Games Newsvendor Simulation
A multiplayer classroom game that teaches the newsvendor inventory problem through statistical simulation and a live leaderboard. Used in business analytics teaching.
Statistical ModelingSimulationRender
SpyFall Web Game
An online multiplayer adaptation of the social deduction party game SpyFall.
Web DevMultiplayer
Tetris Pomodoro Timer
A Pomodoro timer where break time earns you Tetris. Productivity tools work better when the reward is built in.
JavaScriptUI/UX
Regression & Predictive Modeling
Regression analysis on large datasets supporting data-driven decisions, reaching 98% predictive accuracy.
PythonRegressionExcel
FanFuel Business Plan
A 100+ page consulting-style business plan: market strategy, financial modeling, operational execution.
Business StrategyFinancial Modeling