Open to opportunities

Sreeram Sathwik Reddy User

@sreeramsathwikreddyu

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I build real-time AI, computer vision, and full-stack platforms for industrial and university workflows.

India

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What I'm looking for

I'm looking for opportunities to build real-time AI, computer vision, and full-stack products, contributing to practical systems while growing through hands-on engineering work.

I built a real-time object detection system at ITC Limited for automated industrial video-stream monitoring, using YOLO, OpenCV, and Python. Through model tuning and image preprocessing, I achieved 95% detection accuracy.

I've developed full-stack platforms including a live weather application, Notify BU for university announcements, and Event Sphere for educational event management. My work includes Firebase-based real-time synchronization, role-based access control, participant registration, QR attendance, and certificate workflows.

I'm also building AI systems such as Disaster Vision AI, where I trained a ConvNeXt V2 model to classify disaster images with 98% accuracy, and cart-abandonment recovery workflows using n8n. I work across Python, FastAPI, PyTorch, React, Firebase, REST APIs, and modern AI tooling.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

ITC Limited

Jun 2025 - Jul 2025 (1 month)

Developed a real-time object detection system using YOLO, OpenCV, and Python for automated monitoring of live video streams in industrial environments. Built computer vision pipelines for object detection, localization, and classification, achieving 95% detection accuracy through model tuning and image preprocessing.

YOLO OpenCV Python Computer Vision Object Detection Image Processing