Hi! I'm Yadukrishnan J

Data Engineer based in Bangalore

My workResume

About

I'm a 2022 Graduate in Information Science from Ramaiah Institute of Technology. A detail oriented and certified data engineer with 2+ years of experience, and passionate to turn raw data to actionable insights. I specialize in Databricks, SQL, Python and Power BI. Outside of work, I enjoy photography and podcasts.

Experience

Shell

Shell

Associate IM Engineer
Aug 2022 - Current

  • Built scalable data pipelines in Databricks, streamlining Shell’s digital twin infrastructure across 5+ assets.
  • Optimized ETL workflows, cutting processing time by 30% and ensuring top-notch data quality.
  • Migrated Excel workflows to a custom budget management system, saving $200K annually.
  • Developed Power BI dashboards with REST APIs and Python, enabling real-time KPI tracking.
  • Enhanced productivity by 20% through Azure DevOps-driven workflow optimization.
  • Automated processes with a PowerApps tool, slashing manual effort by 80%.
ABB

ABB

Machine Learning Intern
Jan 2022 - Jun 2022

  • Developed and deployed a predictive ML model to forecast material strength, achieving 95% prediction accuracy.
  • Designed an ETL pipeline to clean, preprocess, and standardize raw data, ensuring high-quality input for analysis.
  • Conducted exploratory data analysis (EDA) using heatmaps and correlation matrices to identify key variables influencing material properties.
  • Optimized ML models, including Linear Regression and XGBoost, by refining hyperparameters and measuring F-score performance.
  • Automated the solution using DevOps pipelines, enabling real-time data ingestion, processing, and predictions

Projects

Food Quality evaluation

Food Quality evaluation

Built a real-time image processing solution using Raspberry Pi to assess the quality of pizza toppings.

ASL Gesture Recognition

ASL Gesture Recognition

Developed a MobileNet-based neural network model to classify American Sign Language (ASL) gestures, achieving 90%+accuracy on a 100K-image dataset.

Safety Helment Detection system

Safety Helment Detection system

Built a real-time object detection system using the YoloV3 framework to identify helmet compliance on construction sites.

Shor’s Algorithm Simulation

Shor’s Algorithm Simulation

Simulated Shor’s algorithm in a quantum environment using Python and Qiskit SDK to demonstrate the feasibility of cracking RSA encryption.

Get in touch

I'd love to hear from you! If you have any questions, comments, or feedback, please use the form below.

[email protected]

© 2025 Yadukrishnan J