Open to opportunities

Karthik Reddy

@karthikreddy2

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Full-stack developer and machine learning engineer building ML-driven web applications.

India

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What I'm looking for

I want a role applying full-stack and ML skills to build production ML-enabled applications, in a collaborative, growth-focused team.

I am a full-stack developer and machine learning engineer with hands-on experience building ML pipelines, REST APIs, and responsive web interfaces. I have delivered projects that combined TensorFlow and Scikit-learn models with Flask backends, React frontends, and MongoDB storage, achieving strong accuracy and production-ready deployments.

I focus on clean software engineering, scalable API design, and cloud-enabled deployments using Docker, Kubernetes, and AWS. I seek opportunities where I can apply data structures, algorithms, and practical ML expertise to solve real-world problems and deliver impactful products.

Experience

Work history, roles, and key accomplishments

Software Developer

Independent Projects

Oct 2023 - May 2025 (1 year 7 months)

Built and deployed end-to-end ML-enabled web applications, including a Heart Disease Prediction system with 85% accuracy and a Tire Detection system with 90% CNN accuracy, integrating REST APIs, databases, and authentication.

Python Flask TensorFlow MongoDB REST APIs Docker data preprocessing