Souvick Samanta

Computer Science Graduate · Aspiring Software Engineer / AI-ML Developer

Howrah, West Bengal

@souvick_samanta

0 followers

About

Computer science graduate with hands-on experience building and deploying REST APIs using Java, Spring Boot, Docker, PostgreSQL, and AWS. Also worked on a reinforcement-learning project using PyTorch for task offloading in cloud-fog systems, with a focus on reliable, real-world software.

Education

2026

B.Tech in CSE

Techno Main Salt Lake

Computer Science and Engineering (CSE) · 2022 – 2026

Computer Science and Engineering (CSE) · 2022 – 2026

Skills

<3 months

C AWS JWT Oop Java HTTP React Python PyTorch Swagger Advanced DBMS Spring Security Spring Data Jpa Computer Networks Operating Systems API Integration Understanding Data Structures and Algorithms

Tools / apps / platforms

<3 months

Git MySQL Nginx Docker GitHub AWS RDS PostgreSQL

Languages

Not stated

Hindi Speak Bengali Speak English Speak

Projects

RL-Based Task Offloading in Cloud-Fog Environments ↗

Python, PyTorch, Gymnasium, iFogSim

Built a Deep Q-Network (DQN) based task-offloading agent to decide where computation should run across cloud and fog nodes. Modeled the problem as an RL environment and trained the agent to reduce latency and energy consumption.
E-Commerce REST API Application ↗

Java, Spring Boot, Spring Security, JWT, PostgreSQL, Docker, AWS, EC2, RDS, Nginx, HTTPS, Swagger/OpenAPI

Designed and built a production-style REST API with User, Product, Cart, and Order modules using Spring Boot and Spring Data JPA. Implemented stateless authentication and role-based access control with Spring Security and JWT, containerized with Docker, and deployed on AWS behind Nginx with HTTPS.

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