👨💻 About Me
I am a passionate software developer with 4+ years of experience, evolving from high-performance backend systems to cutting-edge AI & Machine Learning solutions.
My expertise spans building scalable RESTful API ecosystems using Django/FastAPI, to training advanced Transformer & Deep Learning models using PyTorch & TensorFlow.
- 🔭 Currently working on RAG
- 🌱 Exploring MLOps automation with Kubernetes & Kubeflow
- 💬 Ask me about System Design, Transformers, RAG, and Large-Scale Data Processing
🧠 Technical Arsenal
| Category | Technologies & Expertise |
|---|---|
| 🤖 AI & Machine Learning | Model training, fine-tuning, feature engineering, evaluation • TensorFlow • PyTorch • Scikit-Learn |
| 🧬 Deep Learning & NLP | Computer Vision • Transformers • Generative AI • RAG • Chatbots • OpenAI GPT • HuggingFace • Rasa • DialogFlow |
| ⚙️ Backend Development | Django • FastAPI • REST APIs • Server-side architecture • System integration |
| 🎨 Frontend Development | HTML5 • CSS3 • Bootstrap • JavaScript • Responsive UI • (Familiar) React.js |
| 🧑💻 Programming | Python 3 • Java • Flask • Django • FastAPI • AI-driven backend integration |
| 🛠️ Algorithms & Optimization | Data structures • Dynamic programming • Model efficiency & optimization |
| 🚀 MLOps & Deployment | MLflow • DVC • Docker • Kafka • AWS • Google Cloud • VPS/VM deployment |
| 📊 Data & Analytics | SQL (MySQL, PostgreSQL) • NoSQL (MongoDB) • Data pipelines • Pandas • Matplotlib • Seaborn • Tableau |
| 🔧 Version Control & Collaboration | Git • GitHub • Agile workflows • Cross-team collaboration |
📊 GitHub Statistics
📌 Featured Projects
| Project | Tech Stack | Description |
|---|---|---|
| 💬 Multi-Channel Messaging Platform | Django • Meta API • NLP • Redis | Intelligent chatbot platform integrating Facebook, WhatsApp, Telegram & YouTube. Includes automated workflows, sentiment analysis & centralized reporting. |
| 🚌 Estonian Lines Ticketing | REST API • Analytics • Payment Gateway | Complete bus ticketing system with seat management, real-time notifications & analytics dashboards for route optimization. |
| 📊 BDR Commission Platform | FastAPI • React.js • AWS | Large-scale data processing platform with real-time analytics & visualizations deployed on AWS. |
| 🎙️ Speech-to-Text Recorder | Python • Tkinter • Google Speech API | Desktop app for automated audio transcription with instant report generation. |
🏆 Key Achievements
- Optimized AI Models: Fine-tuned Transformer-based architectures improving NLP intent accuracy.
- Performance Engineering: Designed microservices handling 1M+ API requests/day with intelligent caching.
- Scalable Deployments: Delivered high-availability cloud systems using Docker, AWS, and distributed processing.
🔗 Connect with Me
Let's connect and build something amazing together!
© 2024 Asaduzzaman Porag
© 2024 Asaduzzaman Porag