Nitesh Kumar Shah

M.Sc. Artificial Intelligence graduate · ML Engineer

Erlangen, Bavaria, Germany

@nitesh_k_shah

LinkedIn GitHub

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About

M.Sc. Artificial Intelligence graduate with hands-on experience building and deploying machine learning systems, including LLM-based applications and production-grade deep learning pipelines. Comfortable owning ML solutions from data preparation through training, evaluation, and deployment, with a strong GitHub portfolio of reproducible projects.

Experience

AI Engineer – Master Thesis Project

Pattern Recognition Lab, FAU Erlangen-Nürnberg

Aug 2025 – Mar 2026

Education

M.Sc.

FAU Erlangen-Nürnberg

Artificial Intelligence · Oct 2021 – Apr 2026
B.E.

Visvesvaraya Technological University

Information Science and Engineering · Aug 2016 – Aug 2020

Skills

<3 months

Git Dvc Azure Ragas Python Docker Pytest Qdrant Ollama FastAPI PyTorch LangGraph Llama 3.2 TensorFlow scikit-learn RESTful APIs Transformers GitHub Actions Model Evaluation Embedding Models Transfer Learning Convolutional Neural Networks Retrieval Augmentation Generation

Languages

Fluent

English Speak · Read

Basic

German Speak

Projects

Document Layout Detection API ↗

Python, FastAPI, PyTorch, Detectron2, Docker, Pytest

Production-ready inference API with model loading fallback mechanisms, health monitoring, and async inference for reliable deployment.
Chicken Disease Classification – End-to-End MLOps Pipeline ↗

Python, TensorFlow, DVC, Docker, GitHub Actions, Azure

Built and deployed a complete ML pipeline with DVC experiment versioning, automated CI/CD, and a monitored production REST API on Microsoft Azure.
Industrial Document Intelligence Platform – Production-Grade LLM/RAG System ↗

Python, FastAPI, LangGraph, Qdrant, Ollama, RAGAS, Docker

End-to-end LLM application with LangGraph agent workflows, open-source LLMs, Qdrant semantic search, and a RAGAS-based evaluation pipeline.

Courses & certifications

Python for Data Science and Machine Learning · Udemy

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