$ whoami

Mohammed Imran Khan

I build autonomous AI systems that run in production.

Mohammed Imran Khan
> AI Engineering Leader. Ex-Mercedes-Benz R&D. Now at Red Hat.
> Led AI/ML team at Mercedes-Benz - architecture, code reviews, production delivery
> Built real-time speech translation serving 4,000 live attendees across 8 languages
> Now building AI Agent Platform at Red Hat - MCP, A2A, multi-agent orchestration
> Agentic AI | Multi-Agent Systems | LLMs | Production ML Infrastructure
3 Patents
5 Awards
10+ AI Products shipped
Active PhD Research

Deep dives into cutting-edge AI. Research papers, hot topics, and new releases broken down for builders.

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// Up Next

Thursday, Jul 10
#02 Research Paper Upcoming

Is Grep All You Need? Agent Harness Paper

A research team tested grep vs vector search inside AI agent loops. The harness matters more than retrieval. Breaking down arxiv 2605.15184.

5 min read Drops Thu
3 episodes/week | Mon · Thu · Sun | 150+ episodes/year
Full series

Events & Speaking

Experience

Projects

Template MCP Server

Open-source MCP (Model Context Protocol) server template for building AI agent tools. Enables rapid development of agent-compatible tooling.

PythonMCPFastAPIAgentic AI

Template Agent

Autonomous agent architecture template for building production-ready AI agents with tool execution, memory persistence, and orchestration capabilities.

PythonLangChainAgentic AIMCP

Real-time Translation System

Real-time translation system breaking language barriers in enterprise communication. Enables seamless multilingual collaboration across global teams.

LLMsQLoRA Fine-tuningPythonFastAPIOn-premise Deployment

AI Meeting Assistant

AI-powered meeting assistant that enhances meeting experiences through intelligent summarization, action item extraction, and real-time insights.

RAGLangChainTransformersPythonVector DB

Education

Amrita Vishwa Vidyapeetham
Ongoing

PhD (Ongoing)

AI & ML

Amrita Vishwa Vidyapeetham

Part-time research alongside industry work

IIT Kanpur
2025

Masters

AI & ML

IIT Kanpur

BITS Pilani
2024

M.Tech

AI & ML

BITS Pilani

VTU
2019

B.E.

Computer Science

VTU

Tech Stack

// Agentic AI

Multi-Agent Systems MCP Servers A2A Protocol LangGraph CrewAI AutoGen Tool Orchestration

// LLM Engineering

RAG Fine-tuning QLoRA Prompt Engineering LLM Evals Vector DBs Embeddings

// ML & Deep Learning

PyTorch TensorFlow Transformers Diffusion Models CNNs RNNs

// NLP & Speech

NLP ASR TTS Speech-to-Speech Translation Sentiment Analysis

// Infrastructure

Python FastAPI MLOps Kubernetes Docker SQL

Credentials

// Patents (3)

2025 Multimodal Sign Language Translation with CHGCMA
2024 Multimodal Generative AI for Service Personalization
2024 Cognitive Models for Enhanced UX & Design Creativity

// Awards

2024 IT Innovation Award - SyncX
2023 Intrapreneurship Award - Meet.IA
2022 Silver Star - Pioneering Spirit
2022 Best Cognitive Solution Award
2020 Top Employee of the Year

// Certifications

AI & Machine Learning

Azure AI Engineer Associate - Microsoft Machine Learning Specialization - Stanford Generative AI Fundamentals - Google Cloud LLMs & Transformers - Google Cloud GANs - DeepLearning.AI

Engineering & DevOps

DevSecOps Grey Belt - Mercedes-Benz GitHub Professional Certificate Master RPA Professional - Automation Anywhere

Management & Process

SAFe 5 Advanced Scrum Master - Scaled Agile Six Sigma Black Belt - PMI

Contact

Let's work together

I'm open to discussing AI/ML consulting, autonomous agent systems, and enterprise AI deployments.