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🎯
Focusing
🎯
Focusing
26 followers · 26 following

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Achievement: StarstruckAchievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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NitinDatta8/README.md

Hi, I’m Nitin 👋

I’m a Software Engineer focused on GenAI and Machine Learning systems, with an M.S. in Data Science from San Jose State University. I enjoy building production-grade platforms where AI, data, and software engineering come together to solve real problems.

🚀 What I work on

  • LLM & Agent Systems – RAG, agent orchestration, workflow automation, evaluation pipelines
  • Backend Engineering – Python, FastAPI, scalable APIs, cloud-native services
  • ML Engineering – Model training, fine-tuning (RLHF, LoRA), experimentation, deployment
  • Cloud & DevOps – AWS, Docker, CI/CD, observability, cost-aware systems
  • Full-stack (when needed) – Next.js, React, Tailwind, shadcn/ui

🧠 Tech I use

Languages

Python TypeScript JavaScript SQL

AI / ML

PyTorch Hugging Face LangGraph vLLM OpenAI

Backend & APIs

FastAPI Node.js

Data & Search

Postgres Elasticsearch Redis MongoDB

Cloud & DevOps

AWS Docker GitHub Actions

Frontend

Next.js React Tailwind shadcn/ui

🏗️ Experience highlights

  • Built and shipped LLM-powered AI workflow platforms with hybrid retrieval and agent orchestration
  • Improved retrieval quality, reliability, and developer velocity in production systems
  • Led backend and frontend migrations to improve maintainability and scalability
  • Worked on ML systems in healthcare and manufacturing, where correctness matters

🎯 What I’m interested in

  • Software Engineering roles with strong GenAI / ML systems focus
  • Building reliable, scalable agent platforms and data-driven products
  • Early-stage teams solving hard problems with real users

📫 Reach me

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  1. AmpyFin/ampyfin AmpyFin/ampyfin Public

    End-to-end ensemble trading framework that trains, backtests, and promotes validated strategies to live execution.

    Python 427 138

  2. kumar-shubham-ml/kaggle-birdclef-2021 kumar-shubham-ml/kaggle-birdclef-2021 Public

    Jupyter Notebook 29 9

  3. amanpandey104/Workout.ai amanpandey104/Workout.ai Public

    Pose Detection using Machine Learning

    Python 16 3

  4. Automatic-Attendance-System-Using-Face-Recognition Automatic-Attendance-System-Using-Face-Recognition Public

    This is a face detection and recognition system for the whole classroom using CCTV camera. It will recognize the face of each student in a class simultaneously and can mark attendance at a specifie…

    Jupyter Notebook 9 1