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SJShreesht Jagga

Education & Experience

Classroom fundamentals on one side, real inference pipelines on the other.

ExperienceApr 2025 - Jun 2025

Machine Learning Intern

Cantilever Labs logo

Cantilever Labs

Hyderabad

  • Developed a real-time face and hand gesture recognition system using OpenCV and MediaPipe with a low-latency live webcam inference pipeline.
  • Preprocessed a large volume of video frame data with Pandas and trained classification models using Scikit-learn, focused on runtime performance.
  • Tested and validated model performance across multiple gesture classes and hand positions to guide feature/model improvements.
Project Repository
AchievementApr 2025

1st Place, Eco-Vate Ideathon

Mahindra University

Hyderabad

  • Secured 1st place at the Eco-Vate Ideathon, a sustainability-focused competition hosted by Mahindra University.
  • Served as tech lead, presenting a low-cost, eco-friendly alternative to the Hawkeye system built for grassroots tennis and badminton.
  • Designed the solution around accessibility, delivering accurate line-calling for rural and semi-urban venues without expensive infrastructure.
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AchievementDec 2024

Winner, Ideathon, Robotica 2.0

Robotics Club, Geethanjali College of Engineering and Technology

Hyderabad

  • Won Ideathon: Robotica 2.0 against 84 competing teams.
  • Acted as tech lead on a system to redefine judgment calls in tennis, badminton, and volleyball with higher accuracy at a far lower cost.
  • Recognised for the innovation and practicality of the prototype and its potential impact on fairness in sports officiating.
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Education2023 - 2027

B.Tech in Data Science

Geethanjali College of Engineering and Technology

Hyderabad

  • Coursework across algorithms, probability and statistics, machine learning, and database systems.
  • From-scratch implementations of neural networks, ensemble methods, Bayesian Networks, and HMMs.