Professional Experience

• Python Developer Intern | Altech Power and Energy Systems Private Limited | February 2023 – May 2023

  ▪ Designed and implemented two next-word prediction models—one leveraging a patented in-house orientation vector algorithm and the other using traditional n-gram methods—to assess scalability, efficiency, and predictive accuracy across varying dataset sizes
  ▪ Benchmarked both models by comparing prediction accuracy, inference speed, and storage efficiency; discovered that the orientation vector model reduced storage by ~35% and improved accuracy by ~20% on datasets over 1 million tokens
  ▪ Presented detailed performance trade-offs showing that the in-house model achieved 2x faster inference speeds on large datasets while underperforming on smaller ones, influencing model optimization decisions for future deployments

• Data Visualization Intern | Globalshala | June 2022 – July 2022

  ▪ Led a 6-member analytics team to build ETL workflows and analyze digital ad performance metrics (CTR, impressions, ROI) using SQL and Python, improving data accuracy by 20% and enabling KPI-driven campaign optimization.
  ▪ Conducted ROI analysis on ad campaigns using SQL and Tableau, identifying underperforming ads and implementing data-driven optimizations that reduced advertising costs by 15%

• Data Science Intern | RemarkSkill IIT | May 2022 – June 2022

  ▪ Applied machine learning algorithms to classify customers based on shopping patterns, improving segmentation accuracy by 22%
  ▪ Engineered a customer segmentation model using K-Means clustering and DBSCAN, optimizing marketing strategies by categorizing customers based on purchasing frequency and product preferences, leading to a 15% increase in targeted marketing efficiency

• Data Analyst Intern | AICTE AWS | March 2022 – May 2022

  ▪ Executed data-driven decision-making by analyzing real-world business datasets using AWS Redshift and SQL, leveraging AWS QuickSight and Python for EDA to uncover patterns and trends, enhancing business intelligence reporting and operational efficiency