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Kuruventi Santosh

@kuruventisantosh

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Computer Science student building ML-powered full-stack solutions.

India

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What I'm looking for

I seek an entry-level role building ML-driven full-stack products where I can apply end-to-end ML, backend development, and deployment skills in a collaborative, product-focused team.

I am a Computer Science and Engineering undergraduate with practical experience building full-stack and machine learning systems, including a nutritional analysis web app and an AI-powered medication safety assistant. I have completed focused ML training and implemented end-to-end ML pipelines, achieving model accuracies of 92% and 87% on student-performance and prescription-recognition tasks respectively.

I work across backend (Django, PostgreSQL, MySQL), ML (PyTorch/YOLOv5-style workflows, TrOCR, Mask R-CNN, GNN), and frontend/mobile stacks (HTML/CSS/JS, planned Flutter UI), and I contribute to projects from data preprocessing and feature engineering through deployment and automation. I am active in my college tech club, enjoy hackathons, and aim to build scalable AI-driven products that improve user outcomes.

Experience

Work history, roles, and key accomplishments

Current

AI Developer

Current

MedMate

Sep 2024 - Present (1 year 2 months)

Built a prescription recognition pipeline using Mask R-CNN and TrOCR achieving 87% transcription accuracy; designed Django/PostgreSQL backend and planned automation workflows and Flutter UI for a medication safety assistant.

Django PostgreSQL GNN N8n Flutter Backend

Full Stack Developer

NutriScan

Feb 2025 - May 2025 (3 months)

Developed a full-stack nutritional analysis web app with barcode scanning and AI-driven dietary recommendations, integrating Yolov5/OpenCV for barcode detection and LLaMA-3 for real-time recommendations.

Python Django MySQL OpenCV LLaMA

Machine Learning Intern

Internship Studio

May 2023 - Jun 2023 (1 month)

Completed ML training and developed a Student Performance Indicator project, performing preprocessing, feature engineering, and training a model that achieved 92% accuracy on a 1,000-student dataset.

Machine Learning data preprocessing Python scikit learn Model Evaluation Pandas

Education

Degrees, certifications, and relevant coursework

Nalla Narasimha Reddy Education Society’s Group of Institutions

Bachelor of Technology, Computer Science and Engineering

2022 -

Grade: CGPA 8.1

Activities and societies: Member of College Tech Club; organized coding challenges and workshops.

Pursuing a Bachelor of Technology in Computer Science and Engineering with coursework and projects focused on machine learning, full-stack development, and AI integration; current CGPA 8.1.