Ankit Arayan Tripathy

Agentic AI Orchestration | LLMs & AI Systems | Applied AI Research | PyTorch | Open Source

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I build backend-driven AI systems with a focus on LLM applications, retrieval systems, and agentic workflows. My work combines Python backend engineering with APIs, databases, data pipelines, retrieval, model integration, evaluation, and deployment.

I’m particularly interested in the systems behind reliable AI applications, including LLM inference, retrieval quality, performance, scalability, and the engineering challenges involved in building them.

Currently strengthening my systems foundations, exploring applied AI research, building beyond tutorials, and working toward open-source contributions.

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Tech Stack

Languages

Python • Java • C • C++ • SQL

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AI & Machine Learning

PyTorch • Transformers • scikit-learn • NumPy • Pandas

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LLM & AI Systems

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Backend

FastAPI • REST APIs • Pydantic • SQLAlchemy • Uvicorn

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Databases

PostgreSQL • Redis

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Infrastructure

Docker • Linux • Git • GitHub

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