Welcome
GOT AN IDEA? LET'S BUILD IT.
Hi! This is Souvik, a remote software engineer at Merilsoft LLC, passionate about AI, software engineering, system design, and robotics.
View My Work
About
SO… WHAT DO I ACTUALLY DO?
I’m a remote software engineer and a final year CSE student at BUET. I spend most of my time teaching computers how to do useful things using code, data, and a bit of stubborn debugging. I enjoy AI, automation, and system design, mainly because solving complex problems is more fun than pretending they don’t exist.
Beyond the terminal and the debugger:
- Mini-marathon runner aiming for a full marathon and maybe a triathlon someday.
- Not a foodie, more of a food hunter exploring new restaurants and cuisines.
- Cinephile who enjoys catching movies at Cineplex whenever possible.
- Beginner hobbyist photographer. Some shots live on my Instagram.
- Traveller who prefers hiking and hopes to reach ABC someday.
- New to the book-reading league but enjoying it a lot.
Education
BSC in Computer Science and Engineering
Bangladesh University of Engineering and Technology (BUET)
Level - 4, Term - 2
Higher Secondary
Dhaka Residential Model College
Secondary School
Bagerhat Government High School
Experience
Software Engineer
MerilSoft LLCDec 2025 - Present
Developed an AI-driven magazine generation platform - Magazine Works.
Implemented file-handling systems on AWS and integrated AI-driven features using Google Vertex AI Studio.
Currently working on a restaurant system integrating existing online delivery platforms such as Uber Eats and DoorDash, along with a POS solution.
Projects
GradPilot
An AI-powered platform simplifying the graduate school application journey for Bangladeshi students. Features personalized recommendations, mentor connections, AI-driven SOP reviews, and scholarship discovery.
Collaborator
A real-time video calling and meeting platform enabling users to create/join teams, conduct secure video meetings, exchange messages, and share files. Features meeting recording and AI-powered transcription.
Art Gallery Management
A comprehensive database project managing an art gallery. Includes features for preserving and selling art, alongside a review system for users to rate and comment on artworks.
Typing Tom
A typing learning game where a player must type displayed letters to overcome obstacles. If hit, players must type a sentence within a time limit to revive.
Movie Database
A term project serving as a movie database providing detailed information. Allows users to search, view, and manage details through a user-friendly interface.
You Can't Imagine
A single-player game consisting of three different types of games, offering a variety of challenges with unique gameplay mechanics.
Research
Biological Gait Pattern Analysis with 3D Data Augmentation
Analyzing 3D medical gait data using deep learning and machine learning techniques, including 3D data augmentation methods to enrich limited datasets for improved medical analysis and model performance.
Machine Learning-Based Ecological Sustainability Analysis Using ELR
Conducted a comprehensive machine learning study to analyze and predict ecological sustainability across 27 EU countries using Ecological Load Ratio (ELR). Achieved over 98% classification accuracy and R² > 0.97.
Technical Skills
Programming
Python, C, C++, Java, Fortran, JavaScript, LaTeX, HTML, SQL
Web Development
React, Laravel, Next.js, Node.js, Express.js, CSS, Spring Boot, Azure, AWS
Database Systems
Oracle, Appwrite, PostgreSQL
Data Science & ML
TensorFlow, PyTorch, Transformers, Scikit-learn, Numpy, Pandas
Software & Tools
AutoCAD, Packet Tracer, Apache JMeter, MS Office
Robotics
Robot Operating System (ROS), Arduino UNO, ATmega32
Certifications
- 01Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- 02Neural Networks and Deep Learning
- 03Structuring Machine Learning Projects
- 04Intermediate Machine Learning
- 05Intro to Machine Learning
- 06Pandas