MSMadhu SiddharthData Scientist

Index — 15 projects

Selected work, end to end.

From real-time streaming platforms to medical-imaging models — every entry is a complete system. Hover a row for a preview, open one for the full field report.

  1. 01PulseTradeReal-time streaming · Agentic AIApache Kafka / Apache Airflow / Databricks
  2. 02Galaxy Explorer3D visualization · 557M+ starsPolars / Apache Spark / FastAPI
  3. 03Growth & RetentionExperimentation · 20M+ eventsPython / dbt / FastAPI
  4. 04Alzheimer's ProgressionMedical imaging · GANsPyTorch / Pandas / Matplotlib
  5. 05AI-counsellingMultimodal AI · WellbeingFastAPI / GCP / MongoDB
  6. 06Crypto Tweet ImpactEvent study · NLPR
  7. 07Federated IoT Security privateFederated learning · PrivacyPyTorch / Pandas / LaTeX
  8. 08Online RetailETL · Cloud warehouseGCP / Snowflake / Polars
  9. 09Vision Transformer privateDeep learning · ViTPyTorch / Matplotlib / LaTeX
  10. 10Image RetrievalVector search · Computer visionPyTorch / Pandas / Streamlit
  11. 11Traffic PredictionForecasting · RoutingPython / NumPy / Jupyter
  12. 12SATURDAEVoice UI · Spatial designPython / NumPy / PyCharm
  13. 13SymptoScansoonClassification · HealthPandas / NumPy / Kaggle
  14. 14HotspotsoonGeospatial · Risk modelingPython / Pandas / Plotly
  15. 15Image ClassifiersoonTransfer learning · CVTensorFlow / OpenCV / Streamlit