AI Engineer

Amit Kamble —Building LLM, CV, and Agentic Systems.

Computer Science student at IIITDM Kancheepuram focused on GenAI, Machine Learning, Computer Vision, and scalable AI systems.

Chennai, IndiaOpen to AI roles
Available
Amit Kamble

Who I Am

About Me

A quick look at what I work on and how I think about building AI.

I'm Amit Anil Kamble, a pre-final year CS student specializing in AI at IIITDM Kancheepuram. I'm less interested in training models in isolation and more in shipping AI products that reason, retrieve, and act — owning the full lifecycle from data and model work to APIs, vector databases, and cloud deployment.

I'm a curious, production-focused learner, currently going deeper on multi-agent systems and production-grade GenAI architectures, and looking to contribute to teams building real-world AI.

7+

Projects shipped

Top 2

Hackathon finish

GenAI · Agents · CV

Focus areas

Featured

Projects

Selected work across civic AI, computer vision, agentic systems, and applied ML.

AI for Bharat hackathon

SanitiSense AI

Featured

A civic operating system for sanitation reporting, route optimization, and epidemic prevention.

React 18Next.js 14TypeScriptAWS Lambda
  • Photo + voice reporting for low-literacy access
  • 95%+ spam detection accuracy
  • 30% fuel savings and 40% labor efficiency improvement

Advanced security AI

Neural Vulnerability Scanner

Featured

A deep learning pipeline that detects C/C++ vulnerabilities with CodeBERT + LoRA and AST scoring.

Python 3.10+PyTorchCodeBERTLoRA
  • Best F1 score: 74.32% on held-out test set
  • 87.94% recall with tuned threshold
  • Covers 12+ CWE categories with AST ensemble scoring

Medical AI research

Text-Guided Brain Tumor Segmentation

Featured

Multimodal medical AI research combining radiology text priors with MRI features for tumor segmentation.

PythonPyTorchResNet34DistilBERT
  • Vision + language fusion pipeline
  • BraTS 2020 and TextBraTS datasets
  • Patient-level split with zero data leakage

Production-ready

Missing Object Surveillance System

Featured

Real-time YOLOv8 + ByteTrack surveillance for ROI-based monitoring and intelligent alerts.

Python 3.8+YOLOv8ByteTrackCustomTkinter
  • IIoT edge-node architecture
  • ~9-10 FPS on YOLOv8 Nano
  • MQTT, SMTP, and OpenCV alert pipeline

Spotlight project

Autonomous Research Agent

LangGraph-based autonomous research workflow for finance and market analysis with self-correction loops.

  • Planner → Researcher → Reflector → Validator
  • Vector memory for context reuse
  • Automates CAGR and trend analysis

Expertise

Technical Expertise

A practical stack for AI, backend systems, security, and applied research.

Core coding stack

Programming Languages

PythonJavaScriptTypeScriptC++
Model development

AI & Machine Learning

TensorFlowPyTorchScikit-LearnCNNsRandom ForestRAGLLMsPrompt Engineering
APIs and delivery

Backend & Deployment

FastAPIREST APIsNode.jsAWS LambdaStreamlit
Working systems

Data, Cloud & Tools

SQLPineconeVector DatabasesGitGitHubAWSAmazon BedrockAWS AmplifyLangGraphHugging FaceOpenCV
Security fundamentals

Cybersecurity

Penetration TestingVulnerability AssessmentNetwork Security FundamentalsWireshark

Academics

Education

Solid CS fundamentals with an AI-first curriculum.

IIITDM Kancheepuram

B.Tech CSE (AI Major)

2023-2027

Jawahar Navodaya Vidyalaya, Bundi (Dakshana Foundation)

CBSE, Rajasthan

2021-2023

Recognition

Achievements

Highlights from competitive programming and AI work.

Secured 2nd Place in the AI/ML Hackathon 2026 conducted by IIITDM Kancheepuram.
Technical Team Volunteer — ICPC Asia Regional Contest (Dec 2025).
  • Supported contest infrastructure and technical operations during ICPC Asia Regional Contest.
  • Collaborated with organizing teams to ensure smooth execution of programming competition workflows.

Connect

Let's Work Together

Have a project in mind or want to collaborate? I'd love to hear from you.

Contact Information

Location

IIITDM Kancheepuram, Tamil Nadu

Connect with me

Send a Message