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vineoy/README.md

Hi, I'm Vinayak๐Ÿ‘‹

Python | FastAPI | AI Engineer

Building production backends + AI features - async APIs, background workers, RAG

๐Ÿ“ซ Contact: aaryansk73@gmail.com


About me

  • ๐Ÿ Python-focused backend engineer working with FastAPI, SQLAlchemy 2.0, Alembic, PostgreSQL, Redis
  • ๐Ÿค– AI engineer: RAG (LlamaIndex), LLMs, HuggingFace embeddings, incident analysis / root-cause prompts
  • โš™๏ธ Ship with Docker, GitHub Actions CI, Pytest, Ruff
  • ๐Ÿ“ฆ Background jobs & realtime: ARQ, Redis Pub/Sub, WebSockets
  • ๐ŸŒฑ Previously Java/Spring + React โ€” now focused on Python/FastAPI + AI

Tech stack

Python FastAPI scikit-learn PyTorch Transformers SQLAlchemy PostgreSQL Redis Docker Pytest LlamaIndex HuggingFace TypeScript React

Featured projects

1. PulseTrack AI โ€” Uptime monitoring SaaS + AI incident analyst

FastAPI + React SaaS that checks sites/APIs every minute, opens incidents, alerts via Telegram, public status page, Gemini root-cause analysis.

  • Backend: Python 3.12, FastAPI async, SQLAlchemy 2.0, Alembic, PostgreSQL 16, Redis 7, ARQ workers, JWT + API keys, HMAC webhooks
  • AI: Gemini 3.5-flash-lite, cached summaries (Redis 24h), 10/min rate-limit, graceful fallback
  • Quality: 112 Pytest tests, 88% coverage, Ruff clean, GitHub Actions CI (fresh Postgres+Redis), Docker prod images

2. QnA Application โ€” RAG Q&A

RAG app with LlamaIndex + Google Gemini + BAAI/bge-small-en-v1.5 embeddings from HuggingFace.

3. MedicationRecommendationModel โ€” ML recommender

Jupyter + Python recommendation model. Good showcase for data/ML fundamentals.

4. SuperstoreDataVisualization โ€” Python data viz

Python data analysis / visualization.

Currently

  • ๐Ÿ”ญ Maintaining PulseTrack AI
  • ๐Ÿ“š Deepening FastAPI async patterns, ARQ, evals for RAG
  • ๐Ÿค Open to Python/FastAPI/AI freelance & roles โ€” aaryansk73@gmail.com

Popular repositories Loading

  1. MedicationRecommendationModel MedicationRecommendationModel Public

    ML medication recommendation model in Python (Jupyter) โ€” data preprocessing, modeling, evaluation

    Jupyter Notebook 1

  2. ResumeBuilderApp ResumeBuilderApp Public

    AI based project using java and spring boot.

    JavaScript 1

  3. mausam mausam Public

    CSS

  4. imageEditor imageEditor Public

    JavaScript

  5. songPlayer songPlayer Public

    HTML

  6. SuperstoreDataVisualization SuperstoreDataVisualization Public

    Python data analysis and visualization โ€” Superstore sales insights with pandas

    Python