👋 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.
| 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 |
|---|---|
| 🚀 FastAPI + Limiter + Locust | GitHub Repo |
| 🔥 Scikit-Learn Pipelines | GitHub Repo |
| Cookiecutter Data Science 🏗️ | GitHub Repo |
| Cookiecutter ML Project 🏗️ | GitHub Repo |
