Kaushalendra Pratap Singh
AI Engineer
About Me
AI/ML Engineer building production-grade machine learning and GenAI systems. Strong background in NLP, generative AI (LLMs, embeddings, semantic search), and Python-based ML development. Hands-on experience with model deployment, MLOps, evaluation frameworks, and scalable cloud architectures. Proven ability to translate business requirements into reliable, enterprise-grade AI solutions with focus on responsible AI practices.
Building production-grade GenAI systems (RAG, agents, document intelligence)
The Specs
Tech Stack
Machine Learning & AI
NLP & Transformers
GenAI & LLMs
Vector Databases
Backend & APIs
Data & Storage
Cloud & MLOps
Responsible AI
How I Design AI Systems
From PDFs to Actions
Building a Document Intelligence Automation Workflow with GenAI & n8n. End-to-end RAG platform with structured extraction and DocOps automation.
Evaluating LLM outputs
Hallucination detection through structured outputs, confidence scoring, and automated fact-checking against source documents.
Cost vs latency trade-offs
Batching requests, intelligent caching, model routing (small models for simple tasks), and async processing to balance performance with budget.
Why agents need guardrails
Tool validation, retry logic with exponential backoff, output sanitization, and human-in-the-loop for high-stakes decisions.
Beyond the Code
Running & Fitness
Training for an official marathon in 2026. Runner-up at Yoga Asana Championship and Fit4Life 10K.
Sports
Basketball • Badminton • Pool (Billiards)
Reading
Crime Thrillers • Biographies • Sci-Fi • Horror
Entertainment
F.R.I.E.N.D.S series • Harry Potter movies • Music (all day!)