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Hi there πŸ‘‹, I'm Ram

πŸ‘¨β€πŸ’» About Me

Driven Computer science graduate with expertise in data engineering, machine learning ops and cloud computing. Passionate about leveraging analytical horsepower and automation to enable data-driven decision making. Proven ability to unlock business value through well-architected analytics solutions. Currently working on building this page

🧰 Core Competencies

  • Programming & Scripting: Python, R, SQL, Scala, Bash
  • ML Frameworks: Scikit-Learn, PyTorch, TensorFlow
  • Data & Tools: β€’ ETL, Databricks, Streamsets, Airflow
  • Databases: MySQL, Postgres, SQL Server, MongoDB, DynamoDB, ArangoDB, Teradata
  • Data warehouse: Snowflake, AWS Redshift
  • Bigdata tools: Airflow, Apache Spark, Nifi, Confluent Kafka, Glue, EMR, Hadoop
  • Cloud Platforms: AWS, Azure
  • Tools: Docker, Spark, Kubernetes

Certifications

  • Streamsets White belt (Certified)
  • AWS Solutions Architect - Associate (Certified)
  • AWS Cloud Practitioner - Foundational (Certified)
  • Data science Lab - World Quant university (Certified)
  • Nvidia - Deep learning foundations (Certified)
  • Snowflake - Data Warehouse (Certified)
  • Databricks spark associate developer (Trained)
  • SnowPro Data engineer (Trained)

πŸŽ“ Academic Projects

Credit Card Fraud Detection

  • Evaluated deep learning models like MLP and Boosting algorithms to detect anomalies
  • Achieved 98% precision score, outperforming baseline by 5%

Volatility Forecasting in India

  • Created a GARCH time series model for predicting asset volatility, acquired stock data through an API,
  • Cleaned and stored it in an SQLite database, and built my own API to serve model predictions.

πŸ† Professional Projects

Automated Data Pipeline for Bigspark

  • Architected cloud ETL process loading 300+ GB/day into DynamoDB
  • Enhanced reliability through validation rules in Python

ML-Powered Lending in NatWest

  • Created customer 360 model improving PEP identification accuracy by 15%
  • Operationalized training through MLOps monitoring

🌐 Connect With Me

Ram's Projects

Ram doesn’t have any public repositories yet.

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