I Build Intelligent Systems.

AI Software Engineer

Creating AI-powered solutions that transform how businesses operate. From RAG systems to intelligent chatbots, I engineer the future.

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AI Engineer LangChain FastAPI RAG Systems Neo4j LLMs AI Engineer LangChain FastAPI RAG Systems Neo4j LLMs
Karri Vamsi Krishna
1+ Years Experience
🏆 Hackathon Winner
01 About Me

Engineering Intelligence,
One System at a Time

I'm Karri Vamsi Krishna, an AI Software Engineer at Gyan Data in Chennai. I specialize in building production-grade AI systems that actually work—from knowledge graphs and RAG pipelines to intelligent chatbots that interface with complex databases.

My journey from a CSE student (CGPA: 8.97/10) to winning 1st place at the CODS 2025 Agentic AI Challenge at IISc has been driven by an obsession with making AI practical and powerful.

When I'm not engineering AI solutions, you'll find me playing chess, exploring emerging tech trends, or capturing moments through photography.

02 Technical Arsenal

Technologies I Command

AI & Large Language Models

LangChain LangGraph LangSmith LightRAG Google Gemini Sentence Transformers Embeddings RAG Systems Agentic AI

Backend

FastAPI Flask SQLAlchemy REST APIs

Languages

Python Java C/C++ SQL JavaScript

Databases

Neo4j PostgreSQL Oracle SQL Firebase Firestore Vector DBs

DevOps & Tools

Git GitHub Bitbucket Playwright Render Vercel Docker
03 Career Path

Where I've Worked

AI Software Engineer L1 @ Gyan Data

Aug 2025 - Present Chennai, India
  • Developing and customizing Frappe ERP applications to automate core business processes
  • Designing end-to-end automated testing frameworks using Playwright for application stability
  • Building high-performance backends for intelligent chatbots using FastAPI and LLMs
  • Engineering AI agents to securely interface with databases, enabling complex information retrieval
  • Implementing advanced RAG systems using LightRAG and Neo4j graph database
  • Utilizing LangSmith for monitoring and optimizing LLM application performance
FastAPI LangChain LightRAG Neo4j Playwright LangSmith

Data Science Intern @ Gyan Data

Jan 2025 - Jul 2025 Chennai, India
  • Contributed to core AI projects including ERP customization and chatbot development
  • Gained hands-on experience with production-grade AI systems and best practices
  • Demonstrated exceptional performance leading to full-time conversion as AI Software Engineer
Python Machine Learning Data Analysis AI Development
Education

Academic Foundation

2021 — 2025

B.Tech in Computer Science & Engineering

Gayatri Vidya Parishad, Kommadi

CGPA: 8.97/10.0
2019 — 2021

Intermediate (MPC)

Sri Chaitanya Junior College

97.7%
2019

SSC (10th Grade)

Sri Chaitanya EM School

GPA: 9.8/10
04 Portfolio

Things I've Built

Medha Spark AI
Featured Project

Medha Spark AI

AI-driven learning platform for holistic topic mastery, replacing fragmented research. Features dynamic roadmap generation, Adaptive Learning Engine, Conceptual Weaver, AI explanations, SRS flashcards, and web-enhanced content.

FastAPI SQLAlchemy Google Gemini PostgreSQL Render
Live Site
AI Deep Research Tool
AI Research Tool

AI-Powered Deep Research Tool

Full-stack research application that aggregates and processes data from multiple search engines. Implements concurrent web scraping, iterative research techniques, and PDF report generation.

Flask Gemini API Web Scraping ReportLab
Code
AYUSH Virtual Herbal Garden
3D/VR Experience

AYUSH Virtual Herbal Garden

Immersive web application showcasing 50+ medicinal plants with 3D/VR visualization. Built with A-Frame for WebVR, GSAP for fluid animations, and Gemini API for intelligent plant information.

A-Frame GSAP Flask Firebase Gemini
Code
KV Nexus AI Companion
AI Suite

KV Nexus: AI Web Companion

Full-stack application with AI-generated Recipes, Health info, Stories & Algorithms. Features RESTful architecture, interactive Flowchart/Mindmap Generation, and more.

Full-Stack REST API Gemini API Vercel
Live
Intelligent Document Summarizer
NLP Tool

Intelligent Document Summarizer

AI-powered tool to accurately condense large documents using language models. Features optimized preprocessing, user-friendly interface for document upload, and instant summarization.

NLP Flask Gemini API Python
Live Tool

Professional Work

At Gyan Data, I've built enterprise solutions including Memoria AI (domain-wise knowledge graphs), Gas Turbine Monitor (AI-driven real-time analytics), AI-Database Chatbot (RAG with Neo4j), and Frappe ERP customizations. These are proprietary projects.

05 Recognition

Achievements & Certifications

🥇 1st Place - IKDD Agentic AI Challenge, CODS 2025

Developed a predictive maintenance solution using Agentic AI at IISc Pune, competing against top teams from across India. This win validates my expertise in building production-ready AI systems.

Advanced to Round 2 - Adobe Hackathon

Demonstrated innovative problem-solving in a highly competitive national hackathon.

CCSK - Certificate of Cloud Security Knowledge

Cloud Security Alliance • Cohort-5

Google Cloud Generative AI Certification

Google Cloud • Cohort-10

Juniper Networks Cloud Fundamentals

Juniper Networks • Cohort-7

Python Programming & AI Fundamentals

Infosys Springboard

Salesforce Development Fundamentals

Smart Internz Program

06 Break Time

Retro Arcade

Cyber Snake

Score: 0

to move

Neon Tetris

Score: 0

Move Rotate Drop

07 Get In Touch

Let's Create
Something Epic.

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Whether you have a question or just want to say hi, my inbox is always open.

Vamsikv28@gmail.com