Open to AI & Full-Stack Opportunities

Building Production-Ready AI Systems

I design and build AI-powered applications, recruiter automation workflows, RAG-based assistants, semantic search systems, and scalable full-stack products using Next.js, React, Node.js, PostgreSQL, and modern GenAI tools.

Production

AI Experience

RAG & LLM

AI Systems

Full Stack

Product Engineering

Samyogh Chilivery

Next.js 14

AI & GenAI Engineer

Generative AI

Full Stack Developer

LangGraph / RAG

Core Technologies & Frameworks

Generative AI

Next.js

Python

TypeScript

LangChain

RAG Systems

PostgreSQL

LangGraph

Overview & Core Value

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

Production AI features, LLM applications, RAG pipelines, and semantic search.

Full Stack AI Engineer

End-to-end products spanning UI, APIs, databases, background jobs, and cloud.

AI Product Builder

Turning AI ideas into dependable workflows that solve real business problems.

Technical Proficiency

Specialized Skill Set

Comprehensive expertise across modern AI frameworks, engineering workflows, and full-stack web technologies.

Languages

Python

JavaScript

TypeScript

SQL

Java

AI / Generative AI

Generative AI

Large Language Models

Prompt Engineering

LLM Applications

AI Agents

Human-in-the-Loop

Guardrails

Structured Outputs

RAG / Retrieval Workflows

Advanced RAG

Vectorless RAG

Data Ingestion

Document Loading

Text Chunking

Embeddings

Retrieval

Similarity Search

Vector Search

LangChain / Agentic AI

LangChain

LangGraph

MCP

Tool Calling

Agent Workflows

Graph-Based Workflows

Nodes, Edges

State Management

Conditional Routing

Conversational Memory

Guardrailed Agent Flows

ML / DL

Neural Networks

CNNs

RNNs

Deep Learning

Transfer Learning

Scikit-learn

TensorFlow

PyTorch

Full Stack & Production

Next.js & React

Node.js & Express.js

REST APIs

PostgreSQL & Sequelize

Redis Caching

Bull Queues

Background Processing

AWS

Production Reliability

Ecosystem & Tools

Technologies & Libraries I Work With

The frameworks, platforms, and developer tools I use to build production-ready AI products from interface to infrastructure.

Frontend Stack

5 tools

React.js
Next.js
TypeScript
Material UI
Tailwind CSS

Backend & Server

11 tools

Node.js
Express.js
REST APIs
FastAPI
Streamlit
Sequelize ORM
Socket.IO
Redis
Bull Queues
Webhooks
Background Workers

Databases

4 tools

PostgreSQL
MySQL
MongoDB
SQLite

Vector Stores

3 tools

FAISS
ChromaDB
Pinecone

AI Frameworks & APIs

7 tools

OpenAI API
LangChain
LangGraph
Hugging Face
SentenceTransformers
Groq
MCP

Tools & Cloud

9 tools

Git
GitHub
Postman
VS Code
Jupyter
PyCharm
AWS
Docker
Codex

Services & Solutions

What I Offer

From initial architecture to deployment, I build robust systems tailored to your specific technical and business requirements.

AI Application Development

Building GenAI applications, AI assistants, and production LLM-powered features.

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Full Stack Development

Developing scalable web applications with modern frontend and backend technologies.

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RAG & AI Assistants

Creating grounded document Q&A, semantic retrieval, and conversational AI systems.

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AI Workflow Automation

Designing agentic, human-in-the-loop, and background-processing workflows.

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Ready to build your next AI product?

Whether you need custom RAG workflows, AI recruitment tools, or full-stack web applications, let's turn your vision into reality.