👋 Hi, I’m Mahesh Rajput

🧠 Machine Learning Engineer | 📊 Data Scientist | ☁️ ML Ops Specialist

Bringing Data to Life with Machine Learning for 10+ Years

🚀 About Me

I’m a Senior ML Engineer with 10+ years of experience in designing and deploying production-scale machine learning systems. I specialize in transforming complex data challenges into innovative AI solutions that drive real business impact.

💼 Professional Experience

🔹 Senior Software Engineer - ML | SupportLogic (Oct 2024 - Present)

Enhanced escalation forecasting accuracy by 25% through novel positive prediction systems
Developed multi-agent AI systems for intelligent case routing and automated decision-making
Built comprehensive case summarization pipeline with root cause analysis
Architected MCP systems connecting MLaaS platforms to external customer environments
Maintained critical ML modules serving 10M+ support tickets monthly

🔹 Machine Learning Engineer & ML Ops | ExpoPlatform (Feb 2022 - Oct 2024)

Designed real-time recommendation engine using two-tower architecture on AWS
Built AI-powered search chatbot with hybrid semantic-keyword search using LLMs
Implemented anomaly detection system with Kinesis for automated fraud prevention
Led system design initiatives covering container orchestration and model scaling

🔹 Freelance ML Solution Provider (Feb 2021 - Feb 2022)

Delivered 8+ ML projects with 95%+ client satisfaction
Optimized delivery timelines by 50% through efficient CI/CD pipelines

🛠️ Technical Arsenal

Machine Learning & AI

Specializations: Deep Learning • NLP • LLMs • Recommendation Systems • Multi-Agent Systems • Anomaly Detection

Cloud & DevOps

AWS Expertise: SageMaker • Kinesis • ECS • Lambda • QuickSight

Data & Analytics

✍️ Featured Articles

📝 18+ Technical Articles published on Medium with thousands of reads

Recent Publications

📈 Beginner’s Guide to Model Context Protocol (MCP) *(Aug 2025)
📈 Neural Networks and LLMs for Time Series Forecasting (May 2025)
🤖 Build a Customer Support Assistant with Llama3.1 (Aug 2024)

Popular Technical Guides

📊 How to Productionize Large Language Models
🔥 The Illusion of Thinking: Apple’s Research Revolution
🚀 Deploy LLM with vLLM on SageMaker in 13 Lines

📚 View All Articles →

🎓 Education & Certifications

🎓 MBA - International Business | Amity University (2014-2016)
Specialization: Statistics & Operations Management

📜 Key Certifications:

Deep Learning Specialization (Coursera)
CS50x Computer Science (HarvardX)

📊 GitHub Stats

🤝 Let’s Connect!

I’m always excited to discuss ML innovations, AI solutions, and collaborative opportunities. Whether you’re looking to solve complex data challenges or explore cutting-edge AI applications, let’s connect!

📍 Based in Gurugram, India

Open to remote opportunities worldwide

"Transforming data into intelligent solutions, one model at a time"