---
title: "Aman Kumar - AI / ML Developer in Bengaluru | Tal"
description: "Meet Aman Kumar, AI/ML Developer @Meetmux | RAG · Agentic AI · LLMs · NLP · MLOps (FastAPI, MLflow) | Turning research-grade AI into scalable production systems based in Bengaluru. AI stack includes antigravity, claude code, and codex. Explore public work links including github."
image: "https://tal.club/meet/aman-kumar-49/share-image"
---

# Aman Kumar on Tal

## 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

[View the original profile](https://tal.club/meet/aman-kumar-49)

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