Hi, I am

Abhishek B Shetty AI/ML Engineer

Building scalable backends, context-aware agents, and intelligent automation pipelines. Specializing in Python, FastAPI, React, Machine Learning, Deep Learning, Advanced LLMs.

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About Me

I am an AI/ML Engineer with 2 years of experience in Python, developing full-stack AI systems integrating FastAPI, SQL, React, and LangChain with advanced LLMs and deep learning models.

My expertise lies in building scalable backends, context-aware agents, and intelligent automation pipelines. I have been recognized for delivering innovative, high-performance, human-centric AI solutions across multiple domains, winning 6 national technical competitions.

2 Years Experience
10+ Projects Built
6 National Wins
9.04 CGPA

Education Journey

2022 - 2026

Bachelor of Technology

Computer Science & Engineering (AI & ML)

Kalasalingam Academy of Research and Education

CGPA 9.04
Specialization in AI/ML
6 National Competition Wins
10+ AI/ML Projects
2020 - 2022

Intermediate Education

Science Stream (MPC)

Sri Chaitanya Junior Kalasala

Score 96.3%
Top Performer
2020

Secondary School Education

Class X - Telangana State Board

Krishnaveni Talent School

CGPA 10.0
Perfect Score

Technical Skills

Languages

Python C++ Java JavaScript

Frameworks

React.js React Native Node.js Express.js FastAPI

Agentic AI & GenAI

Agentic Frameworks CrewAI LangGraph AutoGen Multi-agent Workflows RAG Systems LangChain Conversational AI Twilio Voice Agents

Core AI & Computer Vision

Deep Learning Machine Learning Model Quantization & Optimization PyTorch TensorFlow YOLOv8 OpenCV Scikit-learn

Databases

SQL PostgreSQL MongoDB Supabase Auth & Storage Vector Search (FAISS)

DevOps & Tools

Docker Git Linux LangSmith Postman GCP VS Code

Leadership & Soft Skills

Team Leadership Project Management Public Speaking Mentoring Problem Solving Event Management Agile Methodology

Experience

Jan 2026 - Present

AI/ML Intern (Onsite)

Haystek Technologies, Madhapur – Hyderabad

  • Built an autonomous SQL Intelligence Agent that transforms production SQL servers into AI chat, analytics dashboards, and report generators.
  • Engineered a schema intelligence + vector retrieval layer using Chroma, validated on 500+ tables across 3 production-grade databases.
  • Designed a multi-agent reasoning pipeline for query clarification, planning, SQL generation, and self-healing error correction.
  • Delivered an end-to-end full-stack system using FastAPI and React that generates insights, KPIs, plots, dashboards, and exportable reports.
Jul 2023 - May 2025

AI Intern

MulticoreWare

  • Reduced autonomous testing costs by simulating full driving scenes—predicting 3D meshes from single images using multi-angle reconstruction.
  • Built a smart annotation platform with YOLO-based label suggestions and automated dataset balancing for 40K+ driving images.
  • Designed an AI-driven data pipeline that detects underrepresented classes, generates synthetic data, and improves YOLO accuracy by 32%.
  • Integrated BEVFormer-based 3D perception into the Autoware pipeline, enhancing object detection robustness for global autonomous clients.
Jan 2024 - Aug 2025

Web Development Lead

Kareoss (College Club)

  • Led the development of official websites for national-level hackathons and college events using React.js and FastAPI, ensuring smooth registration for thousands of participants.
  • Optimized backend performance to handle high-concurrency traffic during event launches, achieving 100% uptime.
  • Integrated AI-powered chatbots to automate participant query resolution, significantly reducing the support team's workload.
  • Event Coordinator (Jan 2024 - Apr 2024): Managed technical requirements and logistics for large-scale tech events.

Featured Projects

EduAI Platform

AI-Powered Learning & Recruitment Platform. Features an adaptive learning engine, context-aware AI mentor, and autonomous AI recruiter.

PostgreSQL SQLAlchemy Flask Twilio React React Native FastAPI Google Gemini AI CrewAI Hugging Face LangGraph RAG Graph RAG Docker Chroma DB pg_vector FAISS OAuth

Medical Knowledge Retrieval

AI-powered retrieval system indexing 1000+ medical pages. Uses FAISS, Sentence Transformers, and Flan-T5 for precise answers.

RAG Chroma DB Flan-T5 LangChain Python FAISS Streamlit

Darwin Pilot (Ship Routing)

Multi-role ocean routing system with A* pathfinding for safe and fuel-efficient marine routes using live ocean conditions.

A* Algorithm LSTM RNN FastAPI Node.js MongoDB Flutter

Synthetic Data Pipeline

Automated ML pipeline using LLaMA and Stable Diffusion to generate synthetic data, improving YOLOv8 accuracy.

Ollama DeepSeek Llama 3 Stable Diffusion PyTorch YOLOv8

Full-Stack Online IDE

VS Code-inspired web IDE with real-time terminal, multi-language support, and AI-powered code assistance via Gemini.

React Node.js Gemini API Monaco

Messaging Assistant

Voice-activated AI app that refines messages in any language to perfect English for WhatsApp.

AI Voice NLP Mobile

Image Data Balancing

Pipeline that automatically detects over-represented classes and balances datasets using augmentation for YOLOv8 training.

Python YOLOv8 Data Augmentation

Room Interior Designer

Generative AI application that takes a photo of an empty room and generates professional interior designs.

Stable Diffusion ControlNet Computer Vision Generative AI Image-to-Image Python

Achievements

CodeConflict - 1st Prize

Winner of a 3-round coding challenge (MCQs, debugging, programming), showcasing strong problem-solving and DSA skills.

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Hacknite Bangalore

Built an advanced Ship Route Optimization application, integrating LSTM ocean predictions and AI-based path planning.

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HackXcelerate 2K25

Built the EduAI Platform, an intelligent learning system with AI-driven study plans and seamless Google service integration.

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Synergia 2K25 - 1st Place

Presented an idea for an AI-based Operating System that automates everything.

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Brilliant Bharath Hackathon

Developed an AI-powered Employee Management & Upskilling Platform that recommends personalized learning paths from project tech stacks.

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InnovArc '25 - 2nd Prize

Built an AI platform for auto-annotation and saving images in YOLO/COCO formats.

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Get In Touch

I'm currently looking for new opportunities. Whether you have a question or just want to say hi, I'll try my best to get back to you!

abhishetty1506@gmail.com +91 9030633137
Hyderabad, India