Amit Kumar | Lead AI Engineer

About Me

I architect and deploy cutting-edge AI solutions, specializing in large-scale NLP pipelines and multi-agent systems. As a Lead AI Engineer at e42.ai, I've built multiple production APIs serving thousands of daily requests, developed sophisticated RAG systems, and fine-tuned VLMs for specialized extraction tasks.

RAG Systems Multi-Agent Orchestration VLM Fine-tuning Quantized Serving Infrastructure & DevOps FastAPI/Docker

Education

M.Tech in ML & Computing
IIST (Indian Institute of Space Science and Technology)

B.Tech in IT
Jabalpur Engineering College

Key Projects & Platforms

Consumer Insights Agent

Architected an intelligent Q&A agent for complex behavior analysis, processing proprietary datasets with custom RAG pipelines and multi-step reasoning.

HELIX Platform

Built core components of flagship conversational AI including agent orchestration, knowledge management, and GCP production pipelines.

Vortex API Gateway

High-performance LLM routing gateway with authentication, rate limiting, and intelligent model selection across multiple providers.

Financial Services Solutions

Developed AI-powered document processing workflows using custom NLP models for entity extraction and classification.

Regulatory Intelligence

Built ML pipelines for pharmaceutical document analysis, enabling automated compliance monitoring and knowledge extraction.

Multi-Agent Systems

Designed production orchestration frameworks using LangGraph for complex task decomposition and collaborative AI workflows.

Experience

2023 - Present

Lead AI Engineer @ e42.ai

Leading the architecture and deployment of production-ready AI pipelines. Mentoring junior engineers while maintaining hands-on technical contributions to core infrastructure.

NLP Engineer @ Circlebase

Developed entity recognition pipelines for social determinants of health and drug relations. Streamlined Django-based production environments.