👋 Senior Financial Analyst/ CFA Charterholder/ML Developer with ~10 years of experience. Worked at KPMG, RatePay, and ReCap. Specialize in Online/Batch Prediction Services, credit risk evaluation, consumer credit loans, and financial modeling.
💼 Expertise in designing and implementing modular, scalable, and production-ready machine learning systems.
| Primary Skills | Main Technologies | Interests |
|---|---|---|
| 💻 Python | 🐍 Python | 🛠️ MLOps/ML-Engineering/Data Science |
| 🧠 Tensorflow/Keras | 🔥 Keras/Scikit-Learn | 💰 Finance |
| 🐼 Pandas/Polars/NumPy | 🔢 NumPy/Pandas | 🎯 Recommendation Systems |
| 🐧 Linux (Fedora Workstation) | ☁️ GCP | 🔄 Batch & Online Prediction |
| 🐳 Docker | 🐳 Docker | 📊 Continuous Training & Monitoring |
| 🌱 Git/GitHub | 🚀 FastAPI | ☁️ Cloud & Microservices |
| 🛠️ Dagster | 🌐 Distributed Systems | |
| 🐘 PostgreSQL |
| ML-Tasks | Tool Box |
|---|---|
| Model Registry 🗄️ | Weights & Biases 📊 |
| Data Versioning 📊 | Weights & Biases 📊 |
| ML-Pipeline 🛠️ | Dagster 🔧 |
| API 🚀 | FAST API 🌐 |
| Neural Networks 🧠 | Keras 🧬 |
| Machine Learning Models 🤖 | SciKitLearn 📘 |
| Hyperparameter Tuning 🎛️ | Weights & Biases 📊, Optuna ⚙️ |
| Experiment Tracking 🧪 | Weights & Biases 📊, MLFlow 🔍 |
| Scaffold | GitHub Repository |
|---|---|
| Cookiecutter Data Science 🏗️ | GitHub Repo |
| Cookiecutter ML Project 🏗️ | GitHub Repo |
