Aditya Pachpande

Aditya Pachpande

Data Science @ Purdue University

Hi, I'm Aditya Pachpande! Passionate about all things tech and sports. I'm currently working on cutting-edge ML projects while pursuing my Data Science degree. When I'm not deep in code or analyzing data, you'll find me glued to Formula 1 races or Cricket, Soccer matches, or rewatching episodes of Suits for the hundredth time.

Experiences

Trauma THOMPSON

AI Copilot for First Response MedicineNov 2024 - Now
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Tech4Change

Technical LeadJul 2022 – Jan 2024
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BMek TECH

ML Engineer InternAug 2022 - May 2023
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Projects

Data-Science
ML/AI
Statistics
Visualization
Analytics
Research
Spectator AI
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Spectator AI - Sports Analytics Platform

August 2022 – Present
Computer VisionDeep LearningAzureMLOps
  • Secured USD 25000 in Azure credits and USD 2500 in OpenAI API credits; architected scalable ML infrastructure using Azure ML and Docker containers.
  • Implemented computer vision pipeline with YOLOv11 for player tracking with 95% mAP; built transformer-based models with BERT fine-tuning for sports content analysis.
  • Designed tactical analysis system using Grounding DINO and trajectory clustering algorithms to identify formation patterns and strategic movements.
  • Created production ML pipeline with MLflow for experiment tracking and FastAPI microservices for inference deployment.
AMP®-Parkinson's Disease Progression
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AMP®-Parkinson's Disease Progression

2023
Random-ForestsNeural-NetworksStatistical-AnalysisResearch
  • Predicted the progression of Parkinson's disease using multiple machine learning models to achieve maximum accuracy.
  • Applied advanced statistical analysis and neural network architectures to identify key progression indicators.