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sairam90804/README.md

Hello, I'm Sai Ram πŸ‘‹

*Fullstack Developer | ML & AI Practitioner *

🎨 Artist | 🏸 Badminton Player | ✍️ Writer

Sai Ram Banner


Visit my Kaggle Profile here --


🚧 Currently Working On

  • 🧬 Architecting scalable ML & Data Pipelines (Azure + Databricks + PySpark)
  • πŸ“Š Automating analytics workflows using Airflow & Power BI
  • 🧠 Exploring LLMs, embeddings, and MLflow for production ML monitoring
  • βš™οΈ Building fast APIs for ML services using FastAPI, Flask, and Docker

🎯 Focus Areas

  • Machine Learning, MLOps & Model Deployment
  • Data Engineering & Analytics Automation
  • AI Application Development (LLMs, NLP, Recommenders)
  • Backend Systems for Data & AI Services

🏒 Industry Experience

🩺 Healthcare – secure data pipelines, predictive analytics
🏦 Banking – fraud detection, model validation systems
πŸ›‘οΈ Insurance – churn prediction, data governance


πŸ† Highlights

  • πŸ₯ˆ Think Chicago Hackathon 2024 Finalist
    Developed predictive insights from open urban datasets.
  • 🧱 Designed a modular ML pipeline integrating Azure Data Lake, Databricks, and Power BI.
  • 🧩 Built backend APIs for model inference and data visualization dashboards.

πŸ“š Currently Reading

β€œFountainHead” – Ayn Rand
πŸ’¬ β€œThe hardest thing to explain is the glaringly evident which everybody has decided not to see.”


🧠 Featured Skills

πŸ€– Machine Learning / AI

Scikit-Learn TensorFlow Keras PyTorch Pandas NumPy MLflow EvidentlyAI


🧰 Data Engineering & Analytics

PySpark Airflow PowerBI Databricks SQL Delta Lake


βš™οΈ Backend Engineering

FastAPI Flask Django PostgreSQL Redis Docker Kubernetes


☁️ Cloud & Infrastructure

Azure AWS GCP

  • Most used: Azure Databricks, AWS S3, Lambda, Synapse, Key Vault, BigQuery

πŸ† GitHub Trophies


πŸ“Š GitHub Stats


πŸ“Œ Most Used Languages


πŸ“« Let's Connect


⚑ Thanks for visiting my data dojo. Grab a coffee β˜•, explore my ML experiments, and let’s build intelligent systems together.

Pinned Loading

  1. Uber-NYC-Ride-Sharing-A-Case-Study Uber-NYC-Ride-Sharing-A-Case-Study Public

    A case study on how I analyzed uber nyc dataset and create dashboards and services for data analysts, scientists, or business teams to consume using ETL, Kafka, Spark

    Jupyter Notebook 1

  2. Big-Data-and-Data-Engineering Big-Data-and-Data-Engineering Public

    Python

  3. MachineLearning MachineLearning Public

    Machine Learning Projects and Academic Problems

    Python 1

  4. Data-Analytics Data-Analytics Public

    R

  5. ScarletHacks ScarletHacks Public

    ACM Hackathon repo

    Python