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Projects

A showcase of my work in Software Development and Artificial Intelligence. Each project demonstrates practical applications of cutting-edge technology.

Do Time-Series Foundation Models Beat HAR for Realized Volatility?

August 2026

A free-data replication of arXiv:2607.05291 benchmarking Chronos-Bolt and IBM Granite TTM against HAR and GARCH across 30 assets and true 5-minute crypto RV. The answer is mostly no, and the write-up says so.

PythonResearchMachine-LearningTime-SeriesForecastingAI/MLAI

GitHub Developer Ecosystem Analytics

NYU Big Data Systems • May 2026

A Lambda-architecture platform over GitHub Archive that predicts which new repositories reach 1,000 stars within 90 days, with a batch Spark ML path and a live Kafka streaming path feeding one Grafana view.

PythonSparkKafkaAirflowHDFSInfrastructureMachine-LearningAISoftware

Sentinel – Autonomous Agent with On-Chain Guardrails

April 2026

A LangGraph trading agent on Base Sepolia whose limits are enforced by a smart contract rather than by its own prompt, with every decision's reasoning pinned to IPFS and readable from the dashboard.

SolidityPythonLangGraphERC-4337Next.jsAI/MLAISoftware

RevLens – Multi-Tenant Sales Call Intelligence

Solo Project • March 2026

Sales calls in, structured pipeline intelligence out — a Whisper to GPT-4o event chain extracting objections, buying signals and risks, behind strict per-organisation isolation.

Next.jsTypeScriptPostgreSQLPrismaInngestGPT-4oFull-StackAISoftware

City Witness – Real-Time Voice+Vision AI Agent

NYC Build With AI Hackathon, NYU Tandon • March 2026

Multimodal Gemini Live agent that sees NYC through your camera, narrates live, and grounds answers in real city data (311, restaurant inspections, crime stats) for that exact location.

PythonFastAPIGemini-LiveVoice-AIMCPAI/MLAI

AI Financial Advisor – Hybrid-Retrieval RAG with LangGraph

Solo Project • March 2026

Document-grounded Q&A for financial advisors — hybrid dense and lexical retrieval fused with RRF, a LangGraph agent that retries when its own answer scores poorly, and PII redaction before anything is indexed.

FastAPIReactpgvectorLangGraphRAGAI/MLAI

Sentinel – End-to-End MLOps Pipeline

Solo Project • March 2026

An anomaly detector taken through the whole lifecycle — ingest, train, track in MLflow, serve over FastAPI, monitor for drift with Evidently, and ship through CI to a container registry.

Pythonscikit-learnMLflowEvidentlyDockerGitHub-ActionsMLOpsAI

MacroDash – Full-Stack Financial Analytics Dashboard

Team Project • December 2025

A real-time financial analytics platform integrating 7+ external APIs to deliver stock market data, economic indicators, cryptocurrency tracking, and AI-powered insights.

ReactTypeScriptDjangoPostgreSQLFinance-AIFull-StackAISoftware

LLM Red Team Platform – Adversarial Assessment Harness

Take-Home Project • August 2025

Runs adversarial prompt suites against a target model across five attack categories, scores each response, and streams progress live — with the scoring method named honestly rather than dressed up as an LLM judge.

Next.jsTypeScriptFlaskAI-SecurityLLMEvalsAISoftware

API Monitor – Go Health Checker with Local LLM Insights

Solo Project • August 2025

A small Go service that concurrently health-checks HTTP endpoints, persists results to Postgres, and asks a locally hosted GGUF model to explain what the numbers mean, falling back to rule-based insights when it is unavailable.

GoPostgreSQLDockerLocal-LLMInfrastructureBackendSoftwareAI

Multimodal Gaming Controller (Gesture + Voice)

Personal Project • June 2025

Real-time multimodal gaming controller using MediaPipe for hand tracking, custom MLP classifier for gesture recognition, OpenAI Whisper and Vosk models for voice commands, and Groq API for ultra-low-latency LLM inference.

AIGamingComputer-VisionVoice-RecognitionMediaPipeMachine-LearningRAG