Fresher building in public across LLM apps, ML pipelines, data analysis and full-stack web. Every project below has CI on GitHub Actions and a live demo on GitHub Pages.
| Project | What it is | Stack | Demo |
|---|---|---|---|
| agentops-mcp | Tool-calling LangGraph agent exposed via REST and an MCP server, with RAG ingest, Redis cache and a RabbitMQ worker (retries + DLQ) | FastAPI, LangGraph, MCP SDK, Redis, MongoDB, RabbitMQ, Next.js, K8s (kind) | live |
| llm-evalkit | LLM evaluation toolkit (exact match, JSON-schema validity, LLM-as-judge, latency/cost) over OpenAI-compatible endpoints, plus a QLoRA recipe | Python async, Pydantic, Typer, SQLite, Next.js/TS, HF TRL/PEFT | leaderboard |
| ml-serving-pipeline | Churn model from training to serving: Optuna-tuned XGBoost (ROC AUC 0.846 held-out), MLflow registry, FastAPI scoring, Evidently drift reports | XGBoost, Optuna, MLflow, FastAPI, MongoDB, Evidently, Docker, K8s | live |
| nyc-taxi-insights | SQL + pandas analysis of NYC TLC taxi trips with a published dashboard and business insights | DuckDB, SQL, pandas, Plotly | dashboard |
| jobtrackr | Full-stack job tracker with auth and per-user data | Next.js 14, TypeScript, Auth.js, Prisma/Postgres | demo |
| orderflow-api | Order-management REST API with JWT auth, transactional order workflows and idempotent writes | Java 21, Spring Boot 3, Spring Security, JPA/PostgreSQL, Flyway, Testcontainers | API docs |
| upabode | Rental listing finder with client-side search, filters and sort over sample homes, shipped as a static export | Next.js, TypeScript, Tailwind, Vitest | demo |
| ticketdesk-api | Helpdesk REST API with JWT auth, Celery + Redis background jobs and LLM ticket triage | Python, Django, DRF, Celery, Redis, PostgreSQL | live |
| vision-detect | Object detection pipeline: fine-tuned detector, ONNX export, FastAPI inference and an in-browser demo | PyTorch, OpenCV, ONNX, FastAPI | demo |
- Merged: huggingface/transformers#49652, a torch>=2.8 guard for distributed checkpointing.
- More open PRs: my contributions.
Python · TypeScript · Java · SQL · FastAPI · LangGraph · MCP · RAG · Hugging Face · PyTorch · OpenCV · XGBoost · MLflow · Next.js · Django · Spring Boot · Docker · Kubernetes · GitHub Actions