Madhav Baghla

Experience

• 

  KPMG

  Jun 2023 - Aug 2023

  Data Analytics Consultant

  - Advised clients on customer targeting with the data & analytics team- Assessed data quality and completeness in preparation for analysis- Analysed and visualised data to target high-value customers based on demographics and attributes

• 

  EY

  Jul 2024 - Sept 2024

  Data Science Intern

  - Fine-tuned and trained text-to-image models using stable diffusion, GANs, and transformers- Optimized hyperparameters and used data augmentation to improve performance- Utilized backpropagation, cross-validation, and ensemble methods for model validation

• 

  Right2Vote Infotech Private Limited

  Jul 2024 - Sept 2024

  Data Engineer

  - Scraped data from government websites and build a database of legal documents- Preprocessed data through normalization and feature extraction- Fine-tuned LLM with NER, sentiment analysis, and text classification for legal query optimization

• 

  Qualcomm Institute - UC San Diego Division of Calit2

  Sept 2024 - now

  Data Science Intern

  - Collaborating with Dr Neil Smith on the Climate Games- Working on space weather data visualization using Unreal Engine 5- Combining scientific data with interactive VR experiences

• 

  Scripps Institution of Oceanography

  Sept 2024 - now

  Research Assistant

  - Doing research at the Climate Analytics Lab under Professor Duncan Watson-Parris- Studying aerosol-cloud interactions in global climate models- Using random forest emulators to approximate and analyze outputs from complex climate simulations

• 

  Triton Droids

  Oct 2024 - now

  Coordinated logistics, and helped manage over 200 participants Contributing to key administrative decisions and helping shape the club’s strategy and operations Managed branding, events, social media, and outreach to boost club's engagement and visibility

  • Robothon Council Member

    Jan 2025 - now

  • Board Member

    Oct 2024 - now

  • Marketing Team Lead

    Oct 2024 - now
• 

  Novartis

  Feb 2025 - now

  Incoming Data Science & Business Intelligence Intern

  Summer Internship (June - August)