CSE Undergrad · ML & Full-Stack Developer
SUDIPTO ROY SHAWON
I make machines see, think and ship — from neural nets to full-stack apps that run real labs
33+
Public repos
Who I Am
Curious Mind,
Shipped Code.
Hey! I'm Shawon — a Computer Science & Engineering undergrad at North South University, Dhaka. I spend my days training neural networks, building RAG systems and shipping full-stack apps that people actually use.
I co-built LabDesk with IntelligentLab AI — a self-hosted suite that runs a 40-PC computer lab from one screen — and I maintain the NSU CSE lab archives so juniors don't suffer like I did. Fuelled by chai, Codeforces and 3 AM debugging.
- Python
- PyTorch
- TensorFlow
- OpenCV
- JavaScript
- TypeScript
- React
- React Native
- Node.js
- Electron
- Django
- C/C++
- Java
- Linux
Off the clock
- Cinema — see my film diary & reviews
- Real Madrid, through thick and thin
- Cristiano Ronaldo — the GOAT
Portfolio
Selected Work
- ElectronNode.jsWebRTCSocket.IO
LabDesk
Classroom remote-desktop and exam-lockdown suite that runs an entire computer lab from one teacher machine — live screen wall for 40 PCs, remote control, exam lockdown (URL, USB, Bluetooth, Wi-Fi), live-annotated PDFs, file distribution and session recording. Self-hosted, zero cloud, no per-seat licence. Shipped publicly with IntelligentLab AI and benchmarked against Faronics Insight and Classroom Spy.
- My Role
- Co-developer
- Year
- 2026
- Tech Stack
- Electron · Express · Socket.IO · WebRTC · SQLite · PowerShell · FFmpeg
- eBPFLSTMIsolation ForestLinux
BPF Resource Thief Detector
Watches every system call on a Linux machine and flags processes that behave like they are stealing data. Two-layer defence: hand-written rules for known patterns (reading /etc/shadow, sweeping the disk, spawning ncat) plus an LSTM / Isolation Forest trained on a public intrusion dataset for the attacks nobody wrote rules for.
- My Role
- Developer
- Year
- 2026
- Tech Stack
- Python · eBPF · PyTorch · Threading
-
YOLOv8Raspberry Pi PicoESP32-CAMTelegramAI Fire-Hunting Smart Car
Autonomous two-wheeled robot that avoids obstacles with ultrasonic sonar, detects fire in real time with a YOLOv8 model, drives toward it and pushes photo alerts to Telegram. Inference is offloaded from the Pico to a host PC over serial — a three-thread pipeline for MJPEG decoding, detection and alerts.
- My Role
- Developer
- Year
- 2026
- Tech Stack
- Python · YOLOv8 · MicroPython · Flask · OpenCV
- PyTorchCNNTransformersMedical Imaging
Pneumonia X-Ray Classifier
Classifies chest X-rays as pneumonia or normal, comparing classical ML (HOG + random forest), CNNs, transfer learning (VGG19, ResNet50, EfficientNet) and transformer models (DeiT, Swin) with SE blocks, augmentation studies, hyper-parameter tuning and an ensemble.
- My Role
- Researcher & Developer
- Year
- 2026
- Tech Stack
- PyTorch · scikit-learn · Jupyter
- React NativeExpoTypeScriptNode.js
SceneIt
Movie discovery app for iOS, Android and web: search thousands of titles via TMDB, build a watchlist, rate films and get personalised picks. Expo Router front end with NativeWind and Zustand; Express + MongoDB back end with JWT auth.
- My Role
- Full-Stack Developer
- Year
- 2025
- Tech Stack
- React Native · Expo · NativeWind · Express · MongoDB
- JavaScriptFull-StackProductivity
BrainyBalance
Intelligent task planner for students: JWT auth with OTP verification, priority-based tasks, analytics dashboard, Pomodoro timer, Google Calendar sync with conflict detection and AI-powered study recommendations.
- My Role
- Full-Stack Developer
- Year
- 2025
- Tech Stack
- JavaScript · Node.js · Express · MongoDB
University
Coursework
Lab work and assignments from my CSE degree at North South University — kept public and organised so juniors can find worked examples.
- CSE225 · Lab 5
Data Structures & Algorithms
Implementations and lab material covering arrays, linked lists, stacks, queues, recursion and trees, with a focus on clean C++ and dynamic memory.
- C++
- Linked lists
- Trees
- Recursion
- EEE141 · Lab 5
Electrical Circuits I
Summer 2024
Lab guides, reports, simulations and visuals for experiments on Ohm's Law, KVL, KCL and Thevenin's theorem.
- Circuits
- Simulation
- Reports
- CSE231 · Lab 1
Digital Logic Design
Summer 2024
Logic gates and Boolean functions through combinational and sequential circuits, plus the 7-segment display project built for the course assessment.
- Logic gates
- Boolean algebra
- Sequential circuits
- CSE332 · Lab
Computer Organization & Architecture
Circuit designs and documentation built in Logisim: arithmetic units and ALU design, counters and state machines, register files, datapaths and control units.
- Logisim
- ALU
- Datapath
- Control unit
- CSE331 · Lab
Microprocessor Interfacing & Embedded Systems
Embedded C lab work on microcontroller interfacing — the course that produced the fire-detecting smart car in the Projects section.
- C
- Microcontrollers
- Embedded
- EEE154 · Assignments
Engineering Drawing
Four engineering-drawing assignments with instructions, resources and finished outputs, organised per assignment.
- Technical drawing
- CAD
Numbers
By the Stats
- 0+Public Repos
- 0+Projects Shipped
- 0PCs Run by LabDesk
- 0Years Coding
- Machine Learning & Computer Vision 85%
- Full-Stack (Node, React, Django) 85%
- Systems, Linux & Embedded 75%
- Mobile & Desktop (React Native, Electron) 70%
What I Do
Services
-
Deep Learning
CNNs, transfer learning and vision transformers in PyTorch and TensorFlow — from notebook experiments to trained, evaluated models.
-
Computer Vision
Real-time detection and classification with YOLO and OpenCV, deployed on everything from GPUs to a Raspberry Pi Pico.
-
RAG & LLM Apps
Retrieval-augmented generation pipelines, document chat and LLM-powered features built into real products.
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Full-Stack Web
React and Django/Express apps with authentication, real-time features and databases that scale past the demo.
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Mobile & Desktop
Cross-platform apps with React Native + Expo and Electron — including a lab-management suite running on 40 machines.
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Systems & Embedded
Linux, eBPF, multithreading, system-call level tooling and microcontroller firmware that has been hardware-tested.
Off the clock
Cinema
7 films in 2026 · 50 logged recently
Directors I keep returning to
-
Andrei Tarkovsky Stalker · Mirror · Andrei Rublev -
Theo Angelopoulos Landscape in the Mist · Eternity and a Day -
Abbas Kiarostami Close-Up · Taste of Cherry -
Krzysztof Kieślowski Three Colours · Dekalog -
Edward Yang Yi Yi · A Brighter Summer Day -
Nuri Bilge Ceylan Winter Sleep · Once Upon a Time in Anatolia
Recently watched
Let's Talk
Start a Project
Internship, research collaboration, a product idea or just a question about one of my repos — my inbox is always open.
royshawonsudipto@gmail.com© 2026 Sudipto Roy Shawon · Built with Astro + Three.js