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THE BUILDER
APIs, backends & full-stack apps |
THE EXPLORER
AI, deep learning & LLMs |
THE RESEARCHER
Experiments, vision & discovery |
🇧🇩 Bangladesh-born curiosity. Engineer's mindset. Researcher's obsession.
┌─────────────────────────────────────────────────┐
│ USER : Sadid Ahmed Turjo │
│ MODE : BUILD + EXPLORE + EXPERIMENT │
│ SPECIALTY : Software Engineering & AI/ML │
│ CURRENTLY : Leveling up my engineering skills │
│ FUEL : Curiosity, creativity & coffee ☕ │
│ MISSION : Turn ideas into real-world impact │
└─────────────────────────────────────────────────┘
- 🏗️ I BUILD — Backends, APIs, web apps and useful tools.
- 🧠 I EXPLORE — AI, neural networks, computer vision and LLMs.
- 🧪 I EXPERIMENT — Models, architectures, ideas and research.
- 🎨 I DESIGN — Interfaces that feel clean and intuitive.
- 🧩 I SOLVE — Problems that make me think twice.
- 🚀 I LEARN — Because the next breakthrough starts with curiosity.
🎮 My developer personality — click to reveal
🧩 Problem-solving enthusiast
🔍 Curious by default
🛠️ Builder by choice
📚 Lifelong learner
🌌 Interested in what's next
My rule: If I don't understand it yet, it's an invitation to learn.
🧪 More about my technical interests
- 🏗️ Clean architecture, REST APIs and backend engineering
- 🗄️ Data modeling and database design
- 🧠 Neural networks and deep learning architectures
- 👁️ Object detection and semantic segmentation
- 🫀 Medical image analysis and domain adaptation
- 💬 LLM-powered applications
- ☁️ Cloud, Docker and CI/CD
- 🎨 User flows, wireframes and design systems
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The Healthcare Mission Building a hospital appointment management system.
🔐 Authentication · 🏗️ N-tier architecture 
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The Mobility Mission A vehicle rental management application.
🚘 Rental workflows · 🌐 Full-stack development
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The Computer Vision Mission Understanding vehicles in Bangladeshi traffic scenes.
🚌 Vehicle detection · 🖼️ Segmentation 🧠 U-Net · ResNet50 · Attention · Divisive Normalization
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The Medical Imaging Mission Exploring source-free test-time adaptation for cardiac MRI segmentation.
🎯 Pseudo-labeling · 🔄 Consistency 📊 Dice · IoU · Reliability
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The Desktop Mission A Python desktop monitoring and visualization application.
🖥️ Desktop UI · 📈 Visualization
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The Creative Mission Exploring digital experiences through DriveEase, TripNest and CourierOps.
🗺️ User flows · 🧩 Wireframes 🎨 Design systems · 🖱️ Interactive prototypes
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| 🧪 Mission | 🧠 The Interesting Part |
|---|---|
| 🚦 Traffic AI | Teaching models to understand Bangladeshi roads |
| 🖼️ Segmentation | Finding meaningful structure in complex images |
| 🫀 Cardiac MRI | Exploring adaptation in medical imaging |
| 🎯 Model Reliability | Investigating consistency and prediction quality |
| 💬 Generative AI | Exploring LLMs and intelligent software |
🔍 Not just training models. Understanding why they work, when they fail, and how they can improve.
| 🎯 Quest | ⚙️ Focus |
|---|---|
| 🏗️ Backend Mastery | ASP.NET Core · Architecture · Testing |
| 🐳 Ship It | Docker · CI/CD · Cloud |
| 🧠 AI Lab | PyTorch · Deep Learning · Research |
| 💬 Intelligence Layer | LLMs · AI Integration |
| 🌐 Build End-to-End | Full-stack applications |
| 🎨 Design Better | UI/UX · Design Systems |
📜 My developer code of conduct
01. Stay curious.
02. Build before you boast.
03. Measure before you assume.
04. Debug the problem, not the person.
05. Learn from every experiment.
06. Make useful things.
07. Repeat.
Every commit is another move. Every project is another level.
