Madhu Patel

B.Tech. Data Science student · Aspiring Data Science Intern

Indore, Madhya Pradesh, India

@madhu_patel

LinkedIn GitHub

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🎓 Bachelor of Technology in Data Science at Indore Institute of Science and Technology · Graduating 2026

About

B.Tech. Data Science student with hands-on experience in machine learning, computer vision, NLP, and agentic AI. Has built real-time AI applications for object detection, sentiment analysis, and safety monitoring using Python and modern AI tools.

Experience

Machine Learning & Applied AI Intern

AICTE & BharatCares

Aug 2026 – Sep 2026

Project: EcoSort AI – Agentic Waste Segregation & Recycling Assistant. Built a 12-class waste classification model using EfficientNet-B0, achieving 96.22% test accuracy on 2,328 held-out images. Integrated Machine Learning, Computer Vision, Agentic AI, Streamlit, PyTorch, and OpenRouter API to provide waste classification, recycling recommendations, disposal guidance, and AI-assisted responses.
AI Intern

Infosys Springboard

Nov 2025 – Jan 2026

Project: AI-Enabled Surveillance Platform for Public Parks with Behavioral-Based Safety Monitoring. Built an AI-based surveillance system to monitor activity in public parks and flag suspicious behavior. Designed behavior analysis logic to support safety monitoring and trigger alerts. Handled real-time data processing to keep the system responsive during live monitoring. Used machine learning and computer vision techniques to build the monitoring pipeline.

Education

2026

Bachelor of Technology

Indore Institute of Science and Technology

Data Science · 2023 – 2026

Data Science · 2023 – 2026
2023

Higher Secondary

2023
2021

High School

2021

Skills

3 to 6 months

Computer Vision Machine Learning

<3 months

SQL Oop NLTK Yolo Weka NumPy Python Pandas OpenCV Seaborn LangChain Statistics Matplotlib OpenAI API Gemini APIs scikit-learn Data Cleaning Advanced DBMS Data Structures Data Preprocessing Data Visualization Agentic AI Systems Natural Language Processing

Tools / apps / platforms

3 to 6 months

GitHub

<3 months

Git Groq SQLite Tableau VS Code Google Colab Microsoft Excel Jupyter Notebook Google Earth Engine

Projects

YouTube Video Analyzer ↗

Python, Agno, Groq, YouTube Transcript API, Streamlit

Agentic AI-powered application analyzing YouTube videos using Groq LLMs to generate summaries, key topics, and timestamp-based insights. Includes transcript extraction, a Streamlit dashboard for URL input, and downloadable reports.
Pothole Detection System with Real-Time Mapping ↗

Python, YOLOv11, OpenCV, Streamlit, SQLite, Folium, OpenStreetMap, OSRM

Developed an AI-powered computer vision system using YOLOv11 for real-time pothole detection and road condition monitoring. Functionality includes real-time pothole detection from images, videos, and live cameras.

Courses & certifications

Computer Vision 101 · Infosys Springboard · 2025
Data Science Using Python · SWAYAM (Ministry of Education, Govt. of India) · 2025
Applications of AI for Anomaly Detection · NVIDIA Deep Learning Institute · 2025

🏆 Achievements & awards

National Cyber Shield Hackathon 2025 – Top 35 Finalist · 2025

Selected as a finalist and presented an innovative cybersecurity solution at the final round of the National Cyber Shield Hackathon 2025.
IIST Internal Hackathon 2026 – Team NEXAMIND | Participant · 2026

Developed Aranya Sentinel AI, an AI-powered Forest Monitoring & Geospatial Intelligence Platform using U-Net, YOLOv8, Google Earth Engine, FastAPI, React, and GIS.

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