ASHEESH RANJAN SRIVASTAVA · AI ENGINEER
Building practical AI systems from complexity to clarity.
I design and build LLM applications, retrieval-augmented generation systems, AI agents, and automation workflows—with product judgment, transparent engineering decisions, and real user problems at the center.
Open to AI Engineer opportunities · Lucknow, India · Remote, hybrid, or on-site
4 years
Total professional experience
400+
Professionals trained through nonprofit education programs
5 states
Nonprofit education programs supported across India
WHAT I BUILD
AI engineering grounded in useful outcomes
LLM products
Interfaces and workflows that turn model capabilities into focused, understandable tools.
RAG & evaluation
Retrieval pipelines, knowledge grounding, citations, quality gates, and evaluation thinking.
Agents & automation
Tool-using workflows that combine APIs, orchestration, guardrails, and human review.
FEATURED WORK
QUEST & CROSSFIRE CURRICULUM STUDIO · PAUSED
A multi-agent curriculum generation system
A five-agent pipeline for research, synthesis, structure, compilation, and narrative enrichment—supported by adaptive teaching modes, RAG, automated quality gates, and a production-oriented Python stack.
Stack: FastAPI, LangGraph, LangChain, Streamlit, PostgreSQL, pgvector, OpenAI, Tavily, LangSmith
PROJECT VISUAL TO BE ADDED
QUEST & CROSSFIRE
Engineering practice shaped by systems thinking
Quest & Crossfire is where I document the process behind the work: breaking complex problems into smaller systems, learning in public, and making engineering decisions visible. AI Engineering is the professional focus; personal knowledge management and systems thinking provide the method.
Learning Hub
Structured guides for AI, PKM, and practical learning systems.
Tools & Templates
Reusable checklists, worksheets, and starter structures for AI and PKM.
Looking for an AI Engineer who can connect systems and outcomes?
I’m open to conversations about AI engineering roles, learning technology, LLM applications, RAG, agents, and automation.