Hashmiya Panagal — Digiprofile

About

I am an AI/ML Engineering student with hands-on experience in Machine Learning, Deep Learning, Generative AI, and Full-Stack Development. I have worked on projects involving diabetes risk prediction, AI-based route optimization, and RAG-based research chatbots. I am skilled in Python, Java, SQL, TensorFlow, PyTorch, Scikit-learn, FastAPI, React.js, and MongoDB. I enjoy solving real-world problems using AI and continuously improving my technical skills through projects, hackathons, and certifications.

Experience

Ml developer

Acharya institute of technology

2025-12-01 – Present

Education

B.E

Acharya institute of technology

Artificial intelligence and machine learning · 2023 – 2027 · 9.42

Pre university course

Rajiv Gandhi University of Knowledge and technologies

MPC · 2021 – 2023 · 9.56

Projects

Project SAGE – AI-Based Research Agent

Developed a RAG-based AI research chatbot. Retrieves, analyzes, and generates contextual research reports using the Cohere API. Built a full-stack application using Node.js and Express.js. Implemented secure REST API integration

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SafeRouteAI

Developed an AI-based safe navigation system using A* pathfinding and risk-weighted graph algorithms. Integrated geospatial and incident data for dynamic risk scoring. Used Haversine distance as a heuristic for optimized routing. Provided real-time, hazard-aware route recommendations.

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Bridging Genetics and Prevention of Type 2 Diabetes

Built a Random Forest ML model using a GWAS SNP dataset to predict Type 2 Diabetes risk. Performed feature engineering, data cleaning, preprocessing, and model tuning. Classified individuals into Low, Moderate, and Higher-risk categories.

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Certifications

NPTEL Online certification

IIT Madras

Achievements

Academic excellence award

Recognition

Academic Excellence Award twice for top academic performance.

Top 5 in national level hackathon

Recognition

2026-03-07

Top 5 among 420+ teams in a National-Level 24-hour Hackathon (SheLeads 2.0), where you led and coordinated the team