Headline

AI/ML Developer @Meetmux | RAG · Agentic AI · LLMs · NLP · MLOps (FastAPI, MLflow) | Turning research-grade AI into scalable production systems

About

I am Aman Kumar, an AI/ML Engineer with 6+ months of production experience building multimodal ML systems, RAG pipelines, and multi-agent LLM applications. I have a strong foundation in Data Structures & Algorithms and Machine Learning, and I specialize in turning research-grade AI into scalable, low-latency production systems using Python, PyTorch, LangChain/LangGraph, and FastAPI . Achievements I architected an async, multi-model audio evaluation platform running 6 concurrent end-to-end ML pipelines and built a Celery worker-init warmup system that cut model load time from ~12s to under 50ms while reducing tone-analysis latency by ~75%. At TechnoHack Solutions, I built an automated ML benchmarking and model-registry pipeline that tracks 100+ MLflow experiments and promotes the best-performing model with zero manual intervention. Independently, I built Arogya Mitra, a multi-agent medical AI platform orchestrating 8 specialized agents with cascading RAG fallback retrieval. I've also won a paper presentation competition in college and solved 400+ problems across various coding platforms such as LeetCode, HackerRank, CodeChef, Coding Ninjas, etc. Mission & Goals With a strong grounding in ML engineering and a drive to build systems that actually run in production, I aim to keep closing the gap between research-grade AI and real-world deployment. I'm looking to work with organizations building AI-driven products where reliability and scale matter as much as the model itself

Location

Bengaluru

AI stack

antigravity

claude code

codex

github copilot

huggingface

Blackbox AI

Work experience

AI / ML Developer at MeetMux, Jul 2026 - Present · 3 mos

AI / ML Developer at MeetMux, Apr 2026 - Jun 2026 · 3 mos

Machine Learning Intern at TechnoHacks EduTech Official, Dec 2025 - Mar 2026 · 4 mos, Nashik

Human Resources Intern at Centennial Infotech, Dec 2025 - Feb 2026 · 3 mos, Punjab, India

Content Creator at Kshitiksha Foundation, Jun 2025 - Jul 2025 · 2 mos, Remote, I worked as content creator on health, wildlife, medical sector, etc which primarily impact the life of humans as well as animals collaboratively

Education

Bachelor of Technology - BTech, Computer Science and Engineering (Data Science), Aditya University

Intermediate, Physics Chemistry Maths, PC High School Patsa Samastipur

Public links

github: https://github.com/Amankumar2711