🎯 Machine Learning Engineer | MLOps | AI Architect
Building scalable ML systems with GCP Vertex AI, Airflow, Kubeflow, and PyTorch.
- 💼 MLOps Engineer @ Gentera — Fraud detection, Vertex AI pipelines, Airflow orchestration
- 🤖 Former Data Scientist @ ECOSAT |
- 🤖 Parsing Data Engineer and QA Lead @ Scale AI
- ☁️ Experienced in GCP, Azure, and hybrid ML deployments
- 🧩 Passionate about reproducible ML, automation, AI systems design, MLOps
- 🎮 Currently learning Game Development (Unity + C#) and Reinforcement Learning 🤗
💻 Languages: Python, Javasript, SQL, Bash
📦 ML: TensorFlow, PyTorch, XGBoost, Scikitlearn
☁️ Cloud & MLOps: GCP (Vertex AI, BigQuery, Composer), Docker, Kubernetes, Databricks, CI/CD
📊 Data: Pandas, dbt, Power BI, Apache Spark, Polars
🧰 Dev Tools: Make, FastAPI, Poetry, VSCode
| Project | Description | Tech |
|---|---|---|
| 🎯 Azure Prediction Pipeline | End-to-end pipeline for predictive maintenance | Python, Docker, FastAPI |
| 🎮 Steam Game Recommender | Hybrid retrieval & ranking recommender with FAISS + TorchServe | PyTorch, FastAPI |
| 🎵 Music Generation | Transformer model generating MIDI tracks by instrument | PyTorch, CUDA |
| ⚙️ ML Boilerplate for Binary Classification | Modular ML pipeline structure for binary classification | Python, Docker |
