Rishi Bathala
McLean,VA
Summary
Driven and compassionate student with desire to become a medical professional with Artificial Intelligence expertise.
Overview
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Certification
Work History
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- Developed an AI-based diagnostic system for diabetic retinopathy, addressing the rising global epidemic with 783 million expected cases by 2045. Tested and compared models including KNearestNeighbor, Logistic Regression, Linear Support Vector Machine, and ResNet-50 on three datasets. Implemented Grad-CAM for interpretability, highlighting regions contributing to the ResNet-50 model's 75% accuracy in diagnosing diabetic retinopathy.
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- Participated in an Artificial Intelligence study known as DEEPSEAS (Drone Enabled Environment Patrol & Surveillance Edge AI System) - a cyber-technology and security system that uses drones to collect data from low-cost edge devices mounted on buoys to track activity through Artificial Intelligence based image recognition services towards resolving any specific application area of interest.
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- Designed and implemented a deep learning model for the accurate detection of pneumonia using X-ray images of patients' lungs. Conducted extensive data preprocessing and augmentation to enhance model generalization
Education
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Mclean High School
McLean, VA06-2026
Skills
- Programming Languages: Python, Java
- Python Packages and Libraries: Tensorflow, Keras, Scikit‑learn, Open‑CV, YOLO, NLTK, NumPy, matplotlib
- AI and Machine Learning: General AI, Neural Networks and Deep Learning, Sequence Models, Natural Language Processing, Image Recognition and Classification
- OS Experience: Windows
- Languages: English
Honors Awards Certifications
- 5th place in 37th Annual Stanford Invitational congress Debate Tournament, 2023
- Academic Honor Roll, 2022
- Life Rank Boys Scout, 2022
- National Youth Leadership Training by National Capital Area Council Boy Scouts, 2022
- Distinction in Continental Mathematics League, 2018-2019
- Regionals 37th Annual MATHCOUNTS Competition, 2020
- Outstanding Academic Achievement – president’s Education Awards Program, 2020
- ACSL JR Division Finals, 2021
- Assistant Patrol Leader - Troop 652- National Capital Area Council, Boy Scouts of America, 2021
- PCEPTM – Certified Entry Level Python Programmer
- PCEPTM – Certified Associate in Python Programming
Volunteer Experience
- Patrol Leader - Troop 652- National Capital Area Council, Boys Scouts of America, FallsChurch, Virginia, 09/2020, Present
- Girls Computing League, Virginia, 08/2021, Present
Extracurricular Activities
Boys scout, FallsChurch, Virginia, 09/2016, Present MATHCOUNTS Club, FallsChurch, Virginia, 09/2016, 2022 US Biology Olympiad Club, Mclean High School, 09/2022, Present Debate Club, Mclean High School, 09/2022, Present
Projects
Building a model to successfully detect pneumonia based on X-Ray images of patient’s lungs, Evaluating metrics to assess the performance and effectiveness of the classifier using confusion Matrix, ROC Curve and AUC Curve. DEEPSEAS (Drone Enabled Environment Patrol & Surveillance Edge AI System), A cyber-technology and security system that uses drones to collect data from low-cost edge devices mounted on buoys to track activity through Artificial Intelligence based image recognition services towards resolving any specific application area of interest. Lie Detector, The face expression detection utilizes a data generator to sort out the labelled test and train images from the collected datasets. It compares the emotions statistically and plots them on a graph.
Certification
AI For Everyone
Machine Neural Networks and Deep Learning
Introduction to TensorFlow for Artificial Intelligence
Machine Learning, and Deep Learning
Sequence Models
Convolutional Neural Networks
Structuring Machine Learning Projects
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
Sequences, Time Series and Prediction
Natural Language Processing in TensorFlow
Convolutional Neural Networks in TensorFlow
Neural Networks and Deep Learning
Accomplishments
2023 5th place in 37th Annual Stanford Invitational congress Debate Tournament
2022 Academic Honor Roll
2022 Life Rank Boys Scout – 2022
2022 – National Youth Leadership Training by National Capital Area Council Boy Scouts
2018-2019- Distinction in Continental Mathematics League
2020 Regionals 37th Annual MATHCOUNTS Competition
2020- Outstanding Academic Achievement – president’s Education Awards Program
2021 ACSL JR Division Finals
2021- Assistant Patrol Leader - Troop 652- National Capital Area Council, Boy Scouts of America
PCEPTM – Certified Entry Level Python Programmer
PCEPTM – Certified Associate in Python Programming
Timeline
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Mclean High School
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