Building Production-Ready AI Systems
Generative AI & LLM Engineer
I design and build production-ready AI products that solve real business problems, including recruiter automation, intelligent candidate search, RAG assistants, agentic AI systems, semantic search, and scalable full-stack AI applications.
Production
AI Experience
RAG & Agentic
AI Systems
End-to-End
AI Product Delivery
AI & GenAI Engineer
LangGraph / RAG
Production AI
Currently Building
Recruiter Automation
ProductionRAG Assistants
BuiltAgentic Workflows
BuiltSemantic Candidate Search
ProductionCore Technologies & Frameworks
Generative AI
OpenAI API
LLM Evals
LangChain
LangGraph
Advanced RAG
Python
FastAPI
Next.js
TypeScript
Node.js
PostgreSQL
Redis & Queues
Material UI
AWS
Featured AI Case Studies
A closer look at AI recruiting workflows and retrieval systems built from product requirements through production-ready delivery.
AI Projects
AskMyDocs — Multi-Document RAG Assistant
End-to-end RAG application that transforms multiple uploaded documents into a searchable knowledge base and generates grounded answers with source references and retrieved evidence.
AI Projects
Vectorless RAG Pipeline with PageIndex
Vectorless document question-answering system that uses hierarchical PageIndex trees and LLM-based retrieval to generate grounded answers without embeddings or a vector database.
AI Projects
Advanced RAG Pipeline for Multi-PDF Question Answering
End-to-end Retrieval-Augmented Generation pipeline that processes multiple PDFs, stores semantic embeddings in ChromaDB, and generates grounded answers with citations, confidence scores, summaries, and query history.
Why Work With Me
A product-minded engineering approach that connects AI experimentation to reliable, user-facing outcomes.
End-to-End Ownership
From workflow design and backend services to UI, optimization, and deployment.
Read my journeyFull-Stack AI Delivery
AI workflows, APIs, databases, queues, caching, frontend, and cloud.
View case studiesProduction Impact
2+ Years
AI & Full Stack Experience
25–40%
Workflow Performance Improvements
Production
AI Recruiting Features
End-to-End
AI Feature Ownership
Applied AI, Built for Real Users
I combine applied AI with full-stack product engineering to take ideas from workflow design and backend services to polished interfaces and reliable production systems.
Applied AI Engineer
I turn LLMs, retrieval, and agentic workflows into dependable features that support real recruiter decisions.
Explore AI projectsFull Stack AI Engineer
I connect polished interfaces with APIs, databases, queues, caching, and cloud infrastructure.
See my experienceAI Product Builder
I shape ambiguous AI ideas into usable workflows with clear product outcomes and reliable delivery.
Explore servicesSpecialized Skill Set
The focused AI and full-stack capabilities I use most often to deliver reliable product experiences.
AI / Generative AI
RAG / Retrieval
LangChain / Agentic AI
Full Stack & Production
Languages
ML / DL
Technologies & Libraries I Work With
The frameworks, platforms, and engineering tools behind my AI product work.
Frontend Stack
Backend & Server
Databases
Vector Stores
AI Frameworks & APIs
Tools & Cloud
What I Offer
Focused AI and full-stack engineering support—from workflow architecture through dependable product delivery.
AI Application Development
Building GenAI applications, AI assistants, and production LLM-powered features.
LLM integrations
Structured AI workflows
Production-ready interfaces
Full Stack Development
Developing scalable web applications with modern frontend and backend technologies.
Responsive Next.js apps
APIs and databases
Background processing
RAG & AI Assistants
Creating grounded document Q&A, semantic retrieval, and conversational AI systems.
Document ingestion
Grounded retrieval
Citations and evaluation
AI Workflow Automation
Designing agentic, human-in-the-loop, and background-processing workflows.
Agent orchestration
Queue-backed workflows
Human review controls
Ready to Build Your Next AI Product?
Whether you need custom RAG workflows, AI recruiting tools, agentic automation, or full-stack AI applications, let's turn your idea into a reliable production system.