Portfolio
SyedNazmusSakib
Software Engineer exploring Machine Learning applications
Computer Science student at EDU, passionate about software engineering, machine learning, and geospatial intelligence. I build web apps that solve real problems and stay sharp through competitive programming.
About
I build things that work, then keep improving them. I'm a software engineer and ML researcher at EDU, part builder, part researcher. I read the papers and ship the code, happiest when stuck on a messy problem.
Most of my research asks one question: where are Bangladesh's cities losing green space, and can we predict it before it happens? I work on transferable NDVI prediction using satellite embeddings and explainable ensemble ML, reading papers, then experimenting and fine-tuning models. A prediction you can't explain isn't worth much.
When I'm not researching, I build full-stack web apps that solve real problems: EDU ClassRepo, TurfCTG, Foshol Bachao, and Taj. Building end-to-end keeps me sharp across the stack and reminds me good engineering is about people, not just code.
I stay sharp through competitive programming and a love for hard problems, whether it's a new ML technique or a brutal algorithm. Next up: a master's abroad to take this research further.
Outside all that, I'm drawn to unfamiliar streets and a good chess endgame. You'll catch me with a football, a cricket bat, or a badminton racket. Always learning, a little better every day.
Fixing up old projects and researching temperature rise in urban cities.
Research
Transferable Urban NDVI Prediction Using Satellite Embeddings and Explainable Ensemble Machine Learning in Bangladesh
Research in progress: introduction phase complete.
Currently focused on geospatial data collection and preprocessing pipelines.
Specializations
Projects
A note-sharing platform for East Delta University students. Browse courses by department, upload study materials, auto-generate assignment cover pages, and log in with institutional-email OTP.
A harvest guard app for farmers to monitor crop health, check live weather, and detect crop diseases via AI. Powered by the Gemini API, built during EDU HackFest.
A directory for football turf venues across Chattogram. 28 verified venues with search, sport, and rating filters, plus one-tap contact. No account or booking fees.
An e-commerce storefront for a premium men's Panjabi label in Dhaka. Dark, immersive design with a persistent music player, collection previews, and an order form.
A free CLI tool that explains why your last shell command failed and suggests a fix, grounded in your codebase via retrieval-augmented generation. Runs on a local or free-tier LLM, no cost, ever.
An automated pipeline that scrapes job listings, scores them against your profile, tailors your CV, and sends notifications. Configurable search sources and a SQLite-backed job database.
A static-file HTTP/1.1 server written in C, supporting both POSIX and Windows sockets. Handles GET requests with correct MIME types, directory-traversal protection, and standard error responses.
Experience
2025-Present
Researching urban vegetation loss and temperature rise in Bangladesh's cities with team Nexus, using satellite embeddings and explainable ensemble ML.
Sub-Executive
EDU Erudition ClubRole2025-2026
Hosted speech events and competitions as Sub-Executive of the EDU Erudition Club, managing logistics and participant experience.
Participant
EDU Hackfest 2025EventDecember 2025
Competed in EDU Hackfest 2025, building Foshol Bachao, an AI-powered crop health and disease-detection app using the Gemini API.
Distributor
Meraki Season XIIIVolunteerJanuary 2025
Volunteered as a distributor at Meraki Season XIII, East Delta University's annual cultural fest.
Participant
Meraki Season IXEvent2023
Participated in Meraki Season IX at East Delta University.
Achievements
CGPA
Dean's List
VC's List
Events Hosted
Contact
Let's build
something.
Open to research collaborations, software engineering roles, and interesting conversations. Working on something in ML, geospatial intelligence, or web systems? Reach out.
© 2026 Syed Nazmus Sakib