Hello! I am
SIFAT NOOR SIAM
AI/ML & Software Engineer
Web Developer • AI/ML Engineer • Software Development • Data Analyst • Problem Solver
Based in Dhaka, Bangladesh. Dedicated to building high-performance applications with 1.5 years of experience in AI, ML, Software and Web development.
Innovative Computer Science student and published researcher with expertise in deploying full-stack web applications and end-to-end machine learning systems. I have demonstrated success in building AI-powered mobile applications, authoring peer-reviewed conference papers, and developing high-performance commercial websites using modern frameworks like Next.js and Laravel.
I combine strong theoretical foundations with practical software engineering skills to deliver impactful, intelligent solutions. Dedicated to bridging the gap between advanced research and real-world application.
Deep Learning for Real-world Applications.
Exploring the challenges and solutions in deploying CNN models for real-time fish classification and object tracking in production environments. In this area we used Self-supervised machine learning (SimCLR, MOCO, BYOL) to classify the fish.
Bridging the Gap: Academic Research to Production Code.
How I translate theoretical machine learning research into functional, scalable software solutions. A look into my published work and methodologies.
The JavaScript Engine Deep Dive.
Understanding memory management, heap vs stack, and how V8 handles Primitive and Non-Primitive data types for high-performance execution.
Architecture of Scalable Next.js Applications.
Best practices for building large-scale, SEO-friendly applications using the App Router, Server Components, and optimized design systems.
Laravel & PHP: Beyond the Basics.
Deep diving into Eloquent ORM, Service Providers, and architectural patterns that make Laravel the go-to framework for robust commercial websites.
Advanced React Patterns & Performance.
Mastering hooks, context, and state management techniques to build fluid, glassmorphism-inspired user interfaces with zero-latency responses.
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Building Shohochor: Object Detection in React Native.
Training a custom object detection model and integrating it into a mobile app using React Native, Expo, Docker, and Google Maps API.
I will love to talk with. Send me email or DM me on my social media
Email : sifatabir2001@gmail.com