Skip to content

Latest commit

 

History

50 Commits

Folders and files

NameName
Last commit message
Last commit date
 
 
 
 
 
 
 
 

Repository files navigation

Hi, I am Ajit Kumar 👋

Typing introduction

  • 👨‍💻 Senior AI/ML Engineer with 6+ years of experience across Machine Learning, Generative AI, Computer Vision, Document AI, and Backend Engineering.
  • 🤖 Building production AI systems involving LLMs, RAG, embeddings, vector search, OCR, document classification, and information extraction.
  • ⚙️ Experienced in developing scalable services with Python, FastAPI, PostgreSQL, pgvector, MongoDB, Redis, Docker, Kubernetes, and Helm.
  • 🚀 Hands-on across the complete AI lifecycle: experimentation, evaluation, APIs, CI/CD, deployment, observability, and performance optimization.
  • 🧠 Currently focused on Agentic AI, advanced RAG architectures, AI evaluation, guardrails, and tool-using LLM workflows.
  • 🎓 MSc in Artificial Intelligence / Informatics from RPTU Kaiserslautern, including a thesis at DFKI on 3D perception and time-to-collision estimation.
  • 🏢 Professional experience across Elevait, Must Analytics, TeamViewer R&D, PwC, and other engineering environments.
  • ⚽ Outside technology, I enjoy football and astronomy.

Connect with me

LinkedIn X Email


🛠️ Tech Stack

AI / ML

Python PyTorch Transformers Scikit-learn OpenCV MMDetection

Generative AI

LLMs RAG Agentic RAG LangChain Hugging Face Embeddings Vector Search pgvector Prompt Engineering AI Guardrails

Backend & Data

FastAPI REST APIs gRPC PostgreSQL MongoDB Redis Async Processing Microservices

MLOps & Platform

Docker Kubernetes Helm Jenkins DVC Pants Build MLflow AWS SageMaker Prometheus OpenTelemetry Grafana MkDocs

AI-Assisted Development

Claude Code Cursor


🔥 GitHub Streak

Ajit's GitHub streak


About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

Packages

Contributors