Tripti varshney

About

B.Tech student in Artificial Intelligence & Machine Learning with a focus on computer vision, generative AI, and deep learning. Builds and deploys ML applications using PyTorch, TensorFlow, OpenCV, Flask, and Streamlit.

Education

• B.Tech in Artificial Intelligence & Machine Learning
  Delhi Technical Campus
  Artificial Intelligence and Machine Learning · Oct 2023 – Jul 2027
• Higher Secondary
  CBSE Board
  2023
• Secondary
  CBSE Board
  2021

Skills

Tools / apps / platforms

Projects

• Sentiment & Emotion Analysis Engine
  NLP, Scikit-Learn, TF-IDF

  Dual-task text classification system for sentiment and emotion analysis. Built an NLP pipeline with TF-IDF and N-gram support and trained logistic regression models for sentiment and emotion prediction.

• Acne Analysis & Dermatology Assistant
  TensorFlow, EfficientNetB0

  Deep learning diagnostic tool for skin condition classification. Fine-tuned EfficientNetB0 to classify facial images into 5 skin conditions, handled dataset imbalance with augmentation and class weighting, and deployed a Streamlit app for skincare recommendations.

• Super-Doctor AI: Autonomous Radiology Workstation
  PyTorch, RL (PPO), Flask, Llama 3

  Multi-agent system using reinforcement learning to autonomously fix X-rays before diagnosis. Includes a PPO agent for dynamic image enhancement, a fine-tuned Faster R-CNN for thoracic abnormality detection, Llama 3 report generation, and a Flask app with action replay and automated PDF reporting.

Courses & certifications

• certificate · intel and unnati · 2026