Open to opportunities

Ravi Kumar

@ravikumar24

Message

AI/ML undergraduate skilled in computer vision, deep learning, and production-oriented ML pipelines.

India

Message

What I'm looking for

I seek hands-on AI/ML or software roles that emphasize experimentation, model robustness, and deployment-readiness within collaborative, growth-oriented teams.

I am an AI/ML undergraduate with practical experience in applied machine learning, computer vision, deep learning and analytics. I focus on experimentation, benchmarking, and building Python-based ML pipelines to move models toward deployment.

In internship roles I have designed evaluation pipelines, conducted ablation studies, and improved model generalization and inference performance for CPU and real-time environments. I have hands-on experience with TensorFlow, Keras, Mediapipe, OpenCV and scikit-learn across gesture recognition, classification and clustering projects.

My projects include a gesture-based HCI system, Cats vs Dogs SVM classifier, music genre clustering with K-Means and PCA, customer segmentation analytics, and house price regression models. I also contribute to responsive web UI development and preprocessing modules for scalable ML systems.

I bring strong analytical thinking, problem solving, research habits and collaborative communication to teams and seek roles where I can apply rigorous experimentation, improve model robustness, and help productionize ML solutions.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Research Intern

Current

OwlAI

Jan 2026 - Present (1 month)

Conducting ML experimentation, benchmarking and prototyping to improve generalization and robustness of deployment-oriented models; performed diagnostics, ablation studies and test-time evaluations documenting iterative insights.

TensorFlow Keras Python Model Evaluation Ablation Studies Benchmarking

AI/ML Intern

Skillcraft Technology

Aug 2025 - Oct 2025 (2 months)

Built gesture recognition pipelines using CNNs and OpenCV for HCI, designed preprocessing and augmentation modules, and tuned inference for real-time CPU environments while evaluating performance with confusion matrices.

CNN OpenCV Mediapipe Python & Model Tuning Évaluation

Web Development Intern

Skillcraft Technology

Sep 2025 - Sep 2025 (0 months)

Developed responsive UI components and improved device compatibility and layout usability for production interfaces.

HTML CSS JavaScript Responsive Design UI Development Cross Device Compatibility Front end Testing

Education

Degrees, certifications, and relevant coursework

Global Academy of Technology

Bachelor of Engineering, Artificial Intelligence & Machine Learning

2023 -

Activities and societies: Projects in hand gesture recognition, cats vs dogs classification, music genre clustering, customer segmentation, and house price prediction; participated in ideathons and college events.

Pursuing a Bachelor of Engineering in Artificial Intelligence & Machine Learning with coursework and projects in computer vision, deep learning, and applied ML.