All Projects

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Thermal Imaging–Based Human Detection System

Built a real-time human detection system using thermal imagery for reliable surveillance in low-visibility environments. Runs on edge hardware with GPS tagging.

Tech: Python, YOLOv8, OpenCV, FLIR Lepton, Raspberry Pi, GPS

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SmartDocBot — Document-Aware Conversational Agent

Intelligent chatbot answering document-based queries and scheduling appointments with robust date parsing and validation. Integrated a RAG pipeline for accurate retrieval.

Tech: Python, Gemini, RAG, Streamlit, Pinecone

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Deepfake Detection System (MesoNet-4)

CNN-based deepfake detection system to identify manipulated images and videos by analyzing spatial inconsistencies.

Tech: Python, TensorFlow, Keras, OpenCV, NumPy

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Speech Content Analysis System

Modular NLP pipeline to analyze speeches from YouTube videos and PDFs, generating topic-specific analytical reports with multilingual support. Deployed as an API-driven system.

Tech: OpenAI LLMs, Sentence Transformers, YouTube API, Google Translate, FastAPI

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KISSAN — Automated Drip Irrigation System

Embedded system that automates irrigation by monitoring soil moisture and environmental conditions, optimizing water usage for agriculture.

Tech: ATmega328P, Soil Moisture Sensor, DHT11, Embedded C, L293D

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Drone-Powered Object Detection System

Integrated a YOLO-based object detection model with a drone platform to perform real-time aerial object detection.

Tech: DJI Tello, YOLOv5

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