- 🏆 Winner, Gujarat ROBOFEST 5.0 — India's largest robotics competition
- 🏅 National Finalist, Adobe India Hackathon 2025
- 🧠 Interests: Machine Learning, Computer Vision, RAG pipelines, Robotics & Autonomous Systems
- ⚙️ I build things end-to-end — from model training to Dockerized, cloud-deployed APIs
- 📫 Reach me at rathjyotshna@gmail.com
Data Science Summer Intern — Tredence Inc. (May 2026 – July 2026)
- Built an automated resume-scoring web platform for a Walmart client account
- Engineered a Dockerized FastAPI backend deployed on GCP
- Trained a custom GCP Document AI processor, achieving an F1 score of 0.87 with 90% character / 93% word recognition
- Built a semantic evaluation pipeline using Gemini 3.5 Flash embeddings, integrated with GCS and BigQuery
🔍 Connecting The Dots — Python, Flask, RAG, React.js, Docker PDF Analyzer web app built for the Adobe India Hackathon 2025. Uses YOLOv10 for heading/subheading extraction, a local SLM for persona-driven contextual generation, and a full RAG pipeline for insight extraction and podcast generation.
🤖 Micromouse — Python, Arduino, C++, Gazebo, Path Planning Autonomous maze-solving robot — 1st Prize, Gujarat ROBOFEST 5.0, and the only team nationally to fully complete the maze. Implements Trémaux's algorithm for exploration and a DFS-based Flood-Fill for shortest-path computation, with real-time wall detection and maze memory mapping. Validated in Gazebo simulation.
- 🥇 Gujarat ROBOFEST 5.0 — Winner, India's Largest Robotics Competition (Mar 2026)
- 🎖️ Adobe India Hackathon — National Finalist (Jun 2025)
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Tools & Cloud
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