# Kolavarunchandra User

Kolavarunchandra User is a remote worker on Himalayas, Freelance Software & Full-Stack Engineer at Commercial Platforms (The Appearance & Queen's Herbal), based in India.

Source: https://himalayas.app/@kolavarunchandrauser

```text
AI/ML engineer building agentic AI systems and computer vision models, including a research-to-code compiler verified across 48 papers.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 70k+ INR |
| Job categories | AI ML Engineer, Deep Learning Researcher, System Architect, Full Stack Developer |
| Skills | AI, Machine Learning, Deep Learning, Computer Vision, Agentic AI, Generative AI, Large Language Models, RAG, Multi Agent Systems, Change Detection, Vision Transformer, Model Context Protocol, Knowledge Graphs, Edge AI |

## About

```text
With RUEXIS AI, I architected a multi-agent compiler that turns academic papers into runnable PyTorch repositories. Across 48 evaluated papers, it achieved 100% AST validity and passed 203 regression tests.

For my M.Tech thesis at Pondicherry University, I developed E-SGCD, a semantic-guided framework for satellite change detection. It reached 90.97% F1 on the LEVIR-CD benchmark, with an edge-deployable design using Swin-Tiny and RemoteCLIP.

For DermSemble, my B.Tech capstone, I created a dual-stream deep learning system for clinical dermatology triage and served it as a FastAPI microservice. Its ONNX Runtime INT8 model delivered 11.3x edge compression and 7.2 ms GPU latency.

I also published research in the Journal of Electrical Systems and Information Technology and have a Medi-Assist AI paper accepted for presentation and publication. My projects span agentic AI, computer vision, RAG, and full-stack systems; I’ve also worked as a Full Stack Web Developer Intern at NullClass and as a freelance software and full-stack engineer.
```

## Experience

### Freelance Software & Full-Stack Engineer

Commercial Platforms (The Appearance & Queen's Herbal). Jul 2025 - Aug 2026

```text
Architected and deployed modular MERN REST architectures delivering 77+ endpoints with JWT security, Zod schema validation, and automated webhook event pipelines. Integrated Razorpay payment verification and Shiprocket 3PL logistics pipelines, along with Cloudinary asset processing and trilingual notification workflows.
```

Skills: MERN, REST-APIs, JWT, Zod, Razorpay, Shiprocket, Cloudinary, NodeJS, Express, MongoDB

### Full Stack Web Developer Intern

NullClass. Jun 2023 - Aug 2023

```text
Integrated Google Gemini Flash generative models into a developer community Q&A platform to automate context-aware query explanations and semantic code debugging. Engineered modular backend services using Node.js, Express, and MongoDB, and authored automated test suites with Playwright E2E and API smoke testing.
```

Skills: Gemini-Flash, NodeJS, Express, MongoDB, JWT, Bcrypt, Playwright, API-Testing

## Education

### Pondicherry University

Master of Technology, Computer Science and Engineering. 2024 - Present. Grade: 8.71/10

```text
Pursuing Master of Technology in Computer Science and Engineering with a CGPA of 8.71/10. Thesis focuses on an efficient and explainable semantic-guided framework for change detection in bitemporal satellite imagery.
```

### Indian Institute of Information Technology, Tiruchirappalli

Bachelor of Technology, Computer Science and Engineering. 2020 - 2024. Grade: 8.24/10

```text
Completed Bachelor of Technology in Computer Science and Engineering with a CGPA of 8.24/10. Capstone project involved a dual-architecture deep learning system for clinical dermatology triage.
```

## Tech stack

- Electron
- Tauri
- NumPy
- Pandas
- PostgreSQL
- SQLite
- Node.js
- Tailwind CSS
- three.js
- OpenCV
- Redis
- React
- JavaScript
- Python
- C
- Rust
- PyTorch
- Flask
- FastAPI
- MongoDB Atlas
- SQLAlchemy
- Linux
- GraphQL
- Vercel
- TypeScript
- pytest
- Git
- Docker
- Gunicorn
- Uvicorn
- SQL
- npm
- Google Cloud Run
- SciPy
- Cloudinary
- Mongoose
- LangChain
- Ollama
- Turso
- Playwright
- Pinecone
- Vite
- Zod
- ONNX Runtime
- Bash
- Framer Motion
- React Flow
- Faiss
- LangGraph
- Razorpay
- Model Context Protocol (MCP)
- Qwen
- Recharts
- Express
- Google Gemini
- REST APIs

To contact Kolavarunchandra, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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