Sridev k

Education

Muthoot Institute of Technology and Science

Ernakulam, Kerala

B.Tech in Computer Science (Pursuing) CGPA: 7.53 / 10

2023 - 27

Experience

Project lead

Oct 2024 - Dec 2024

Designed and developed a campus-focused e-wallet system to enable secure digital payments within the institute
Designed a normalized SQL database schema for users, wallets, transactions, and audit logs with ACID-compliant transaction management
Implemented role-based authentication, concurrency control, indexing, and query optimization to ensure secure and efficient wallet operations

Research Intern (GeoAI)

May 2026 – Jun 2026

Indian Institute of Space Science and Technology (IIST)

Researched machine learning, computer vision, and transformer-based Geospatial Foundation Models for remote sensing applications
Implemented and evaluated SAR-based flood detection pipelines using Sentinel-1 data, gaining experience in satellite image preprocessing, deep learning workflows, and model evaluation.

Projects

Full Stack AI Platform

Tutoring AI

2 months

A full-stack AI platform that turns text prompts into educational animation videos by generating Manim scripts and orchestrating AI-assisted rendering workflows.

Next.js TypeScript Django Celery Redis Docker Solo

Integrated Mistral AI, OpenAI, and Google Gemini to generate and refine Python Manim animation scripts.
Built asynchronous video processing with Celery and Redis to handle concurrent rendering jobs efficiently.
Containerized the application stack with Docker Compose for frontend, API, and worker services.

GitHub Preview

Python Library

Pocket Agent

3 weeks

A reusable Python library for agentic LLM task execution with a unified provider interface and MCP-driven tool integration.

Python OpenAI Gemini Mistral MCP Solo

Built a plug-and-play interface supporting multiple LLM providers with backend integration.
Implemented MCP client support for dynamic tool registration and asynchronous external execution.
Added a structured plan-act-observe-respond workflow for reliable multi-step tool use.

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Real-Time Multiplayer Game

Chess Online

4 weeks

A real-time multiplayer chess application with websocket matchmaking, canvas-based board rendering, and observability for distributed tracing and logs.

React Node.js Socket.io Express TailwindCSS Group

Implemented websocket-based matchmaking to pair players and synchronize game state in real time.
Built the interactive chess board using React Konva for canvas-based 2D rendering.
Added an OpenTelemetry observability stack for tracing, metrics, and centralized logging.

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Full Stack Web App

Campus E-Wallet

10 weeks

A campus-focused e-wallet system built for secure digital payments within the institute with auditable transaction flows.

Node.js PostgreSQL SQL Transaction system Solo

Designed a normalized SQL database for users, wallets, transactions, and audit logs.
Implemented role-based authentication with ACID-compliant transaction management.
Optimized concurrency, indexing, and query performance for secure wallet operations.

GitHub Preview

Geospatial / CV

ScanSAR

6 weeks

A SAR flood detection pipeline that analyzes Sentinel-1 data for remote-sensing workflows and model evaluation.

PyTorch OpenCV ML pipeline Sentinel-1 Group

Researched transformer-based geospatial foundation models for remote sensing tasks.
Built preprocessing and evaluation steps for SAR flood segmentation workflows.
Worked through satellite image preprocessing, model evaluation, and result interpretation.

GitHub Preview