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Available for AI/ML Engineering Roles & Collaborations

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Naga Bala Swamy Vasamsetti

I architect production-grade Generative AI pipelines, multi-agent swarms, and secured full-stack applications — turning cutting-edge LLM research into resilient, cloud-native infrastructure that ships, scales, and delivers measurable business outcomes.

Generative AI RAG Pipelines Multi-Agent Systems FastAPI · React Azure · AWS · Docker
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Naga Bala Swamy Vasamsetti — Generative AI Engineer
Gen AI
Full-Stack
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Who I Am

Engineer. Systems Thinker.
Cognitive AI Architect.

“

My work sits at the convergence of Large Language Model engineering, autonomous multi-agent orchestration, and enterprise full-stack product development. I don't just integrate AI—I architect systems that think, reason across documents, and operate autonomously at production scale.

Open to AI/ML & Full-Stack Roles

Generative AI Engineering

End-to-end production RAG pipelines, LLM orchestration with GPT-4 & Gemini, multi-agent swarms via CrewAI, and semantic vector retrieval — built for scale, precision, and measurable recall performance.

RAGLLMsCrewAIpgvectorFAISS

Full-Stack Systems Engineering

Comprehensive product engineering from secured FastAPI/Node.js backends to performant React frontends — JWT authentication, PostgreSQL schemas, containerized with Docker, deployed with CI/CD pipelines.

FastAPIReactNode.jsDockerPostgreSQL

Cloud & MLOps Infrastructure

Azure AI Services, AWS Bedrock, automated CI/CD via GitHub Actions, Pinecone and Neo4j vector stores — shipping AI models into production reliably with logging, monitoring, and ETL pipeline resilience.

Azure AIAWSCI/CDPineconeNeo4j
Naga Bala Swamy Vasamsetti
East Godavari, AP

My engineering work lives at the intersection of Large Language Model engineering, autonomous multi-agent orchestration, and enterprise full-stack product development. At BigDataMatica, I owned end-to-end design and deployment of production RAG pipelines integrating GPT-4 and Gemini — automating large-scale document understanding and measurably compressing engineering team workflows on recurring data operations.

At Celebal Technologies, I built LLM-powered intelligent content generation APIs and shipped JWT-secured Node.js/Express services with MongoDB schemas for distributed AI platforms. At PwC Acceleration Center, I engineered Salesforce Apex triggers and complex SQL data models for enterprise-scale operational analytics pipelines.

Career Journey

Where I've Created Impact

Three companies. Production AI systems. Real engineering outcomes that matter.

Mar 2024 – Jun 2025

ML & AI Engineering Intern

BigDataMatica

Owned production RAG pipelines integrating GPT-4 & Gemini — automating document intelligence and accelerating engineering workflows at scale.

  • End-to-end RAG pipelines via FastAPI with automated CI/CD
  • pgvector + Pinecone semantic search at sub-second latency
  • CrewAI multi-agent swarms for ETL automation
  • Python pipelines with structured logging & recovery
PythonFastAPIRAGGPT-4GeminipgvectorCrewAIDocker
Jun – Aug 2025

Web Development Intern

Celebal Technologies

Built production-ready full-stack web applications with responsive React.js frontends and secured Node.js/Express backends.

  • Full-stack React.js + Node.js/Express applications
  • JWT auth flows with role-based access control
  • MongoDB schemas for multi-user data architecture
React.jsNode.jsExpressMongoDBJWTJavaScript
Feb – Jul 2025

Data & Enterprise Systems Apprentice

PwC Acceleration Center

Engineered Salesforce Apex triggers and complex SQL data models for enterprise-scale operational analytics and reporting systems.

  • Salesforce Apex triggers & validation rules at scale
  • Complex SQL data models for executive BI reporting
  • Enterprise data integrity across CRM workflows
SalesforceApexSQLCRMJavaData Modelling
Selected Work

Projects & Case Studies

Production-grade solutions spanning AI research, full-stack engineering, and impactful UI/UX design — each engineered to solve a distinct real-world problem at scale.

ResearchAgent — AI Document Intelligence Platform
Private Repo
AI · RAG · Cloud-Native

ResearchAgent — AI Document Intelligence Platform

Scalable cloud-native AI research platform enabling scientists and analysts to query, synthesize, and extract intelligence from 100+ documents concurrently — combining speculative RAG with Neo4j graph-based retrieval and persistent neuromorphic cross-session memory.

0.8+ RAG eval scores (recall, precision, faithfulness) 0.92 swarm consensus accuracy across 50 parallel agents 80% document compression with full fidelity
FastAPIReact.jsNeo4jPostgreSQLpgvectorGemini APIOpenAI APIDockeri18n (5 languages)
IRRIGO — AI-Driven Precision Irrigation Platform
Private Repo
AI · AgriTech · Cloud

IRRIGO — AI-Driven Precision Irrigation Platform

Replaced expensive physical soil sensors with a cloud-native AI backend — computing crop water needs via evapotranspiration models fed by real-time weather data to deliver precision irrigation scheduling for non-technical farmers with dramatic yield and conservation results.

30–50% reduction in water usage 15–25% crop yield improvement ₹50,000–1,00,000 annual savings per field
PythonFastAPIReactPostgreSQLasyncpgWeather APIsMUIMultilingual (4 languages)
HumanSQL — Natural Language to SQL Engine
Live Demo
AI · NLP · RAG

HumanSQL — NL to SQL Engine

LLM-powered intelligent agent translating plain English queries into accurate, executable SQL — FAISS vector embeddings for schema-aware context retrieval, voice input support, and automated multi-format data ingestion (CSV, Excel, PDF).

PythonGemini APIPostgreSQLFAISSFastAPIVoice Input
Sweet Shop AI Management System
Live Demo
Full-Stack · AI · POS

Sweet Shop AI Management System

Enterprise-grade POS and inventory management system with embedded AI chatbot "Sweety" — natural language order management, real-time sales analytics, and customer service automation. Containerized with Docker, deployed on Vercel.

Node.jsReactTypeScriptPostgreSQLPrismaGeminiDocker
Sai Chandra Caterings — Premium Digital Brand
Visit Site
UI/UX · Frontend · Heritage

Sai Chandra Caterings

Premium digital brand experience for a heritage Andhra & Konaseema catering service — multilingual (5 languages), conversion-optimised booking flow for events of 50–5,000 guests, blending royal Indian aesthetics with modern minimalism.

5-language support 50–5,000 guest scale
HTML5CSS3JavaScriptFigmaTailwind CSS
NeuroBlog — AI Collaborative Blogging Platform
Watch Demo
Full-Stack · AI · Collab

NeuroBlog

AI-powered collaborative blogging platform with Gemini content generation, real-time multi-user collaboration via Yjs CRDTs, and voice navigation — a next-generation content creation experience for modern publishing teams.

React 18Node.jsMongoDBGeminiYjsDocker
Multi-Agent Meeting Intelligence System
Watch Demo
AI · Multi-Agent · Speech

Multi-Agent Meeting Intelligence

Autonomous AI system managing the complete meeting lifecycle — scheduling, recording, Azure Speech transcription, GPT-4 summary generation, and structured action item extraction with zero manual intervention.

PythonFlaskGPT-4Azure SpeechSQLite
CareerCompass AI Advisory Platform
Live Demo
AI · Career Tech · OCR

CareerCompass AI

AI career advisory platform that parses resumes via Tesseract OCR, generates personalised career roadmaps using LangChain + Gemini, and delivers actionable professional growth insights and skill gap analysis.

StreamlitLangChainGeminiTesseract OCRPDFplumber
Be A Donor — Community Blood Donation Platform
Live Demo
Healthcare · Social Impact

Be A Donor

Community-driven blood donation platform connecting donors with recipients in real-time emergencies through intelligent geo-matching, instant notifications, and a streamlined donor verification system.

HTMLCSSJavaScript
Technical Expertise

Skills & Tech Stack

Production-tested across AI research, cloud infrastructure, and full-stack engineering — every tool earned through real-world delivery, not tutorials.

Generative AI
Vector Search
Backend APIs
Cloud & MLOps
Data Engineering
Frontend

Generative AI & LLMs

GPT-4 Google Gemini RAG Pipelines Prompt Engineering Multi-Agent Systems CrewAI LangChain Flowise Agentic Workflows HuggingFace

Vector Search & MLOps

Pinecone pgvector FAISS Neo4j (Graph RAG) Embedding Retrieval GitHub Actions (CI/CD) Deployment Pipelines Monitoring & Logging

Backend & APIs

Python FastAPI Node.js Express.js Flask REST APIs asyncpg JWT Auth Java

Cloud & Infrastructure

Azure AI Services AWS Bedrock Docker Vercel Netlify Kubernetes GCP

Data Engineering & Databases

PostgreSQL MongoDB MySQL ETL Pipelines Pandas NumPy Prisma SQL

Frontend & Tools

React.js TypeScript JavaScript HTML5 / CSS3 Tailwind CSS Streamlit Figma Git / GitHub Postman
Academic Background

Education & Credentials

Strong academic foundations built at consistently top-tier performance, complemented by industry certifications and national recognition.

2024 – 2026

MCA — Artificial Intelligence & Machine Learning

Chandigarh University · Mohali, Punjab

8.50 CGPA
Completed
2021 – 2024

BSc — Computer Science

Aditya Degree College · Kakinada, AP

9.05 CGPA

Certifications

Build & Evaluate RAG Apps — Amazon BedrockAWS
ML Foundations & AI FundamentalsAWS Academy
Introduction to Artificial IntelligenceIBM
AI for Decision MakersUniversity of Washington
ReactJS Developer CertificationInfosys Springboard
Java FoundationsOracle Academy

Achievements

1st Prize — Samsung Innovation Hackathon

Best AI Innovation across 50+ colleges · production-ready AI solution awarded top distinction

PGCET State Rank 135 — Top 1.35%

Top 1.35% of 10,000+ competitive candidates across Andhra Pradesh state examination

Robotics Competition Lead Organiser

Organised college-level technical event attracting 150+ participants from across AP institutions

GDG & Hack2Skill AI/ML Track

Competitively selected participant from a national pool across leading engineering institutions

Get In Touch

Let's Build Something Extraordinary

Open to AI/ML engineering roles, innovative freelance AI projects, and high-impact technical collaborations. Let's connect and create together.

Available for new opportunities
Emailbalaswamyvasamsetti@gmail.com
Phone+91 9381318160
LocationEast Godavari, Andhra Pradesh, India
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