Shubh Jani

High school researcher building AI systems for social impact in education and healthcare

About Me

Combining technical expertise with social entrepreneurship to create meaningful change

I'm a high school senior passionate about leveraging computer science and engineering to solve pressing challenges in:


My work spans machine learning research, full-stack development, and social entrepreneurship with presentations at the UN and research at national labs.

Leadership roles include Founder of Aarogya Vardaan, Co-Founder and Chief Technology Officer of ItsClean, Head of Engineering at Celeritas Research Labs and Secretary of Space & Astronomy Club, Entrepreneurship Club and Emerging Technologies Club.

Shubh Jani

Technical Skills

  • Transformers & Diffusion Models
  • Developed QwenVL-Braille vision-language model at OpenNLP Labs, creating an AI agent for Braille education using transformer architectures.
  • LSTM in RNNs, Reinforcement Learning
  • Used LSTM networks for multivariate time series analysis at Berkeley EINR to optimize data cache utilization patterns. Utilized reinforcement learning to optimize autonomous cars for energy efficiency.
  • Node.js, React, PostgreSQL
  • Built full-stack platforms with backend services such as ItsClean and AarogyaVardaan to facilate users accessing health benefits or reviewing bathroom cleanliness.
  • AWS, OnShape, PCB Design
  • Designed and deployed cloud infrastructure with AWS in ItsClean; hardware prototypes for Celeritas Research using OnShape; PCB design in autnomous cars for RoboRacer competition.

Research Focus

  • Low-resource ML applications
  • Created personalized AI agent for Braille education targeting underprivileged communities with limited resources.
  • Neural network optimization
  • Optimized neural networks through hyperthreading and sparse compression techniques (4th place at Alameda County Science Fair).
  • Vision-language models
  • Developed QwenVL-Braille model combining visual and language processing for accessibility applications.
  • Ethical AI development
  • Created Fairify app to recognize bias in ML datasets, winning NYAS Ethical AI competition.

Education

  • Amador Valley High School (2022-2026)
  • GPA: 3.98 | SAT: 1550
  • Multivariable Calculus, AP Physics C
  • AP Chemistry, AP Calculus BC

Research & Internships

Academic research and professional experiences in AI and data science

Projects & Leadership

Social impact initiatives and technical projects

Other Engagements

Volunteering and leadership activities