Hey!
I'm Sabbir Ahmed, founder of Softrover, currently leading development on BizURL.
I'm a software engineer and ML researcher with a strong focus on building modern, scalable, and data-driven web applications.
Over the years, I've created and shipped multiple web products and academic projects, helping teams build and launch faster.
My Story & background
Founder at Softrover, developer, and student focused on creating scalable software architectures.
Hello! I'm Sabbir Ahmed Munna, a computer science student and tech entrepreneur based in Bangladesh. I'm passionate about building practical software, automating pipelines, and engineering clean user experiences.
As the founder of Softrover, I bridge the gap between engineering and product design. Currently, I'm exploring AI, Machine Learning, and Computer Vision, translating research into working python implementations while sharing open-source modules and insights along the way.
B.Sc. in Computer Science & Engineering
United International University (UIU)
Coursework includes Machine Learning, Data Mining, Software Engineering, Database Systems, Data Structures & Algorithms, and Neural Networks.
Academic Studies
Higher Secondary Certificate (HSC)
Science Discipline
Built solid mathematical roots in calculus, statistics, linear algebra, and physics, which directly aid in constructing machine learning algorithms today.
Secondary School Certificate (SSC)
Science Discipline
Fundamental foundation in mathematics, science, and computer studies.
Selected work & explorations
A curated selection of digital products, developer tools, and playground experiments.
Hi, I'm Surface Autonomous Robot.
Surface Autonomous Robot
Self-Navigating Marine Robot
Open-source development activity.
@sabbirOG on GitHub.
Featured Open-Source Repositories
Handpicked codebases and algorithmic enginesHigh-performance fuzzy matching & string search algorithm library built for rapid client-side lookups.
Credit economy engine managing virtual credit allocations, transaction logs, and tenant balances.
Enterprise link shortener with custom slug rules, geolocation routing, and deep click analytics.
Game leaderboard dashboard rendering telemetry streams and real-time player ranking metrics.
Writings & Technical Insights
From Prompt to Website: How I Use LLMs to Build a Real Project — Part 3
From Prompt to Website: How I Use LLMs to Build a Real Project — Part 3
A complete step-by-step walkthrough of using LLMs to build a real-world web project from scratch: ideation, structure, visual direction, iterative coding, and reviews.
How I Actually Write Better Prompts — Part 2
How I Actually Write Better Prompts — Part 2
A practical guide on how to structure LLM prompts for software development: context, goals, constraints, iterations, debugging, and getting clean code.
Bangla or English? How I Actually Think About Prompting LLMs — Part 1
Bangla or English? How I Actually Think About Prompting LLMs — Part 1
Does an LLM actually perform better in English or Bangla? For Bangla-speaking developers, here's how I think about prompt structure, context, and practical prompting.
Let's talk.
Have a project or need help? Fill out the form, and I'll get back to you soon.
