Ashutosh Ganguly
@ashutoshganguly
Jr Data Scientist at EMAlpha
Mumbai
Ashutosh Ganguly is a Data Scientist with experience developing and managing AWS infrastructure using Terraform, AWS Cli, and Airflow DAGs. He has expertise in developing web scrapers, fine-tuning BERT models, and migrating data layers from QlikView to Python using NumPy and Pandas. He holds a B.E. in Manufacturing Engineering from Birla Institute Of Technology & Science.
Experience
Jr Data Scientist
EMAlpha
Developed and managed AWS infrastructure from scratch, automated its scalability using Terraform, AWS Cli, shell scripting and Airflow DAGs. Developed proxy revolvers, web scrapers, scaled it by multi threading. Developed and fine-tuned BERT models for news similarity measures. Developed load balancer for running docker, creation, termination of instances depending upon cpu utilization. Created PostGres databases, pipelines and architectures to dump pandas dataframes automatically.
Data Engineer
Fractal Ai
Transferred dashboards from Qlik to Python. Converted the data layer from QlikView to Python using NumPy and Pandas. Used Scikit-Learn to make the data model, Plotly for frontend.
Data analysis intern
Credit Suisse
Created a VBA tool to analyze breaches and its drivers for Saudi Arabia portfolio of Credit Suisse. Automated 6 reports using VBA reducing generation time by half.
Research Intern
Jindal Steel Works
Designed a metric for allocating credit scores using client's past behavior and their current market conditions. Incorporated twitter data to measure sentiment.
Education
Birla Institute Of Technology & Science
B.E. Manufacturing Engineering
Manufacturing Engineering
Licenses & Certifications
Applied Data Science I & II
World Quant
SnowPro Core Certification
Snowflake