🎯 Senior Machine Learning Engineer(TL) | Ex-CTO Fixelgraphix | Backend Developer(python)
📍 Dhaka, Bangladesh
🌐 Portfolio
I'm a senior machine learning engineer with 6+ years of experience in delivering real-world AI solutions. I specialize in designing and deploying systems that power fraud detection, speech recognition, personalized recommendation engines, and generative AI.
- 🧠 Conversational AI Agents: Real-time human-like AI interactions for healthcare and enterprise
📹 Watch Demo Video - 🤖 LLMs & Chatbots: LangChain, Transformers, OpenAI APIs
- 🧠 Speech Recognition: Custom Bengali STT using Wav2Vec2
- 🔐 Fraud Detection: Graph Neural Networks + Gated Models
- 🎨 Face & Video Generation: Diffusion models, GANs
- 🎯 Recommender Systems: Deep learning + Collaborative filtering
🧩 Languages: Python, C/C++, SQL, MATLAB
🛠 Frameworks & APIs: FastAPI, Flask, Django
📦 Tools: Git, CUDA, VS Code, REST, GCP, Azure, Docker
📊 Data: Pandas, NumPy, scikit-learn, SVD, DeepRec
| Project | Description | Tech |
|---|---|---|
| 🔍 Forgery Detection | Deep learning + EfficientNet to detect facial manipulation with 80% accuracy | TensorFlow, CNN, Augmentation |
| 🧾 Bengali STT System | Custom Wav2Vec Transformer with 5% WER reduction | PyTorch, Transformers, Audio ML |
| 🧠 Medical Chatbot | LLM,LangChain-powered chatbot for patient interaction | LLMs, LangChain, FastAPI |
| 📊 Recommendation Engine | Collaborative filtering for hotel and product recs | Deep Learning, SVD, Metrics |
- 🌐 Portfolio: portfolio-aumk.onrender.com
- 🧠 LeetCode
- 🐙 GitHub
🔍 “The best way to predict the future is to invent it.” – Alan Kay