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Vamsi Krishna Reddy User

@vamsikrishnareddyuse

Message

I build Python backend services and real-time AI/ML computer vision systems.

India

Message

What I'm looking for

I'm looking for an opportunity to build Python backend services or AI/ML products, contribute to real-world data and computer vision systems, and grow by learning new frameworks in a collaborative engineering environment.

I've built end-to-end AI/ML systems in Python, including a gesture recognition system during my ML Engineering internship at Slash Mark that achieved 93%+ accuracy across 10+ gesture classes and real-time inference below 100ms per frame.

At Prasunet Company, I implemented a matrix factorization recommendation engine that improved prediction RMSE by 18% over baseline. I also cleaned and structured 10,000+ user-movie interaction records with Python and MySQL, resolving duplicates, nulls, and type mismatches.

My projects include a brain tumor detection classifier trained on 3,000+ MRI scans, reaching 95%+ test accuracy with ResNet50 and VGG16 transfer learning while reducing training time by 40%.

I'm a Computer Science (AI-ML) graduate who combines Python backend development with practical computer vision, machine learning, testing, debugging, and data pipeline work.

Experience

Work history, roles, and key accomplishments

ML Engineering Intern

Slash Mark

Aug 2024 - Oct 2024 (2 months)

Designed and developed an end-to-end gesture recognition system in Python, training a CNN classifier with 93%+ accuracy. Built data preprocessing and augmentation pipelines, and optimized real-time inference to under 100ms per frame.

Python CNN Computer Vision data preprocessing Git Linux BASH

Software Engineering Intern

Prasunet Company

Jun 2024 - Jul 2024 (1 month)

Implemented a matrix factorization recommendation engine, improving prediction RMSE by 18% over baseline. Cleaned and structured 10,000+ user-movie interaction records into a reusable data pipeline and integrated a real-time recognition module into a live demo.

Python Recommendation Systems MySQL Data Cleaning Data Pipelines Testing

Education

Degrees, certifications, and relevant coursework

Sir Padampat Singhania University

Bachelor of Technology, Computer Science & Engineering (AI-ML)

2021 - 2025

Pursuing a B.Tech in Computer Science & Engineering with a focus on AI-ML, covering Data Structures & Algorithms, OOP, DBMS, Computer Networks, and Cloud Computing.