work it,make it,do it,makes us
harder,better,faster,stronger
Siam Hossain
Nayon
Architecting intelligent systems and crafting seamless web experiences. Bridging the gap between cutting-edge research and production-ready applications.
React
Next.js
TypeScript
Node.js
Python
PyTorch
Tailwind CSS
Docker
Arduino
PostgreSQL
C++
LangChain
ChatGPT
ClaudeReactNext.jsTypeScriptNode.jsPythonPyTorchTailwind CSSDockerArduinoPostgreSQLC++LangChainChatGPTClaudeReactNext.jsTypeScriptNode.jsPythonPyTorchTailwind CSSDockerArduinoPostgreSQLC++LangChainChatGPTClaudeReactNext.jsTypeScriptNode.jsPythonPyTorchTailwind CSSDockerArduinoPostgreSQLC++LangChainChatGPTClaudeAbout.me
I'm a Computer Science & Engineering student at AIUB with a deep curiosity for technology across every layer—from the hardware sitting on a desk to the intelligent systems running in the cloud.
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My journey spans four distinct worlds of tech
Embedded Systems & IoT
I design and build real hardware projects where software meets the physical world. Using Arduino and C++, I have developed a multiplayer Reaction Time Game with OLED display feedback and a Smart Home Automation system with rain detection, servo motor control, and automated responses. I understand how to write firmware, work with sensors, and make hardware behave intelligently. Building systems that operate reliably in the real world is something I find deeply rewarding.
Machine Learning & Artificial Intelligence
I build systems that learn from data and make intelligent decisions. My work includes a Weather Prediction model trained on ten years of climate data, a CNN-based image classifier using TensorFlow, and a few-shot fine-grained classification project leveraging DINOv2 and CLIP. I work confidently in Python across the full ML pipeline from data preparation to model evaluation using Jupyter and Google Colab. I also actively use AI tools in my daily workflow to work faster and deliver smarter results.
Full-Stack Web Development
I build web experiences that are both technically solid and visually compelling. My projects include an immersive animated website with React, Vite, Three.js, and custom GLSL shaders, a Netflix-inspired streaming platform integrating multiple live APIs, and Financia — a complete financial management system with a PHP and MySQL backend. I work across the full stack with HTML, CSS, JavaScript, TypeScript, PHP, React, Next.js, and Three.js, always balancing clean code with strong user experience.
Software, Automation & Beyond
My software work spans a 3D OpenGL village scene renderer, a multiplayer Snake Game, a console-based Bank Management System, and a browser-based Virtual Pet built in Next.js and TypeScript. Beyond coding, I build automated workflows using N8N to connect apps, APIs, and services — reducing manual effort and running processes intelligently in the background. I program across C++, Java, C#, Python, and JavaScript, and I approach every problem — whether low-level or high-level — with the same standard of precision and care.
Machine Learning & Artificial Intelligence
I build systems that learn from data and make intelligent decisions. My work includes a Weather Prediction model trained on ten years of climate data, a CNN-based image classifier using TensorFlow, and a few-shot fine-grained classification project leveraging DINOv2 and CLIP. I work confidently in Python across the full ML pipeline from data preparation to model evaluation using Jupyter and Google Colab. I also actively use AI tools in my daily workflow to work faster and deliver smarter results.
Embedded Systems & IoT
I design and build real hardware projects where software meets the physical world. Using Arduino and C++, I have developed a multiplayer Reaction Time Game with OLED display feedback and a Smart Home Automation system with rain detection, servo motor control, and automated responses. I understand how to write firmware, work with sensors, and make hardware behave intelligently. Building systems that operate reliably in the real world is something I find deeply rewarding.
Full-Stack Web Development
I build web experiences that are both technically solid and visually compelling. My projects include an immersive animated website with React, Vite, Three.js, and custom GLSL shaders, a Netflix-inspired streaming platform integrating multiple live APIs, and Financia — a complete financial management system with a PHP and MySQL backend. I work across the full stack with HTML, CSS, JavaScript, TypeScript, PHP, React, Next.js, and Three.js, always balancing clean code with strong user experience.
Software, Automation & Beyond
My software work spans a 3D OpenGL village scene renderer, a multiplayer Snake Game, a console-based Bank Management System, and a browser-based Virtual Pet built in Next.js and TypeScript. Beyond coding, I build automated workflows using N8N to connect apps, APIs, and services — reducing manual effort and running processes intelligently in the background. I program across C++, Java, C#, Python, and JavaScript, and I approach every problem — whether low-level or high-level — with the same standard of precision and care.
Tech.Stack
Languages
C++PythonJavaScriptTypeScriptJavaPHPC#HTMLCSSGLSL
Libraries & Frameworks
PyTorchDINOv2CLIPReactNext.jsThree.jsTailwind
Tools & Hardware
GitDockerN8NClaudeOpen RouteAntigravityArduinoSensorsServo Motors
Graphics & Databases
OpenGLWebGLMySQLPostgreSQLOracle
Featured.Projects
A selection of what I've built across AI, automation, the web, mobile, and systems. Tap any card for details.
AI & Machine Learning
models · agents · assistants4Automation (n8n)
workflows · lead-gen · CRM5
Real-Estate Lead Engine
Production lead-gen engine for a real-estate investor — ~25 qualified leads delivered daily.
n8nPostgresApify
Web & Interactive
sites · apps · 3D2
Mobile & Games
flutter · android · godot4
Suki
A free, legal music-streaming Android app that streams full tracks over the open Audius network.
FlutterDartjust_audio
PantryChef
An ingredient-first Android recipe app — add what's in your pantry, get matching recipes.
KotlinJetpack ComposeHilt
Marigold Bay Games
A story-driven spot-the-difference mobile game with hand-illustrated scenes, built in Godot.
Godot 4GDScriptPython
Systems & Hardware
c++ · cli · iot4
Research
A two-stage ResNet50 fine-tuning pipeline with focal loss, paired with VAE and Mahalanobis detectors on the learned embedding to flag novel, rare galaxies the classifier has never seen.
Key Results
Galaxy Zoo — Test Accuracy92.96%
Rare-galaxy — Far-OOD AUROC~1.000
A comprehensive study on utilizing foundational vision models (DINOv2, CLIP, ViT) as powerful feature extractors for few-shot learning scenarios — demonstrating that simple linear probing outpaces complex, specialized meta-learning frameworks.
Key Results
CUB-200-201198.85%
Oxford Flowers-10299.97%
Let's Connect
Open for opportunities, collaborations, and interesting projects. Drop me a message!
siamhossain1130@gmail.com
Location
Dhaka, Bangladesh
GitHub
github.com/siam-hossain9
in/siam-hossain