Siddhartha Rajbongshi

Siddhartha Rajbongshi

Machine Learning Researcher @HuggingFace • AR/VR Intern @UniSA ● Ex @BerkeleyLab

About Me

Passionate advocate for DevOps and Cyber Security, with a fervent dedication to community building. I'm committed to staying at the forefront of innovation, streamlining software delivery, safeguarding digital assets, and empowering others to thrive in the tech world.

Selected Work

A collection of projects showcasing my skills in ML, AR/VR, and Security.

Project 1

Diffuser Model Optimization

Machine Learning

Diffuser Model Optimization

Leveraged quantization and pruning techniques to reduce inference time by 40% for a large-scale text-to-image diffusion model.

Impact: +40% Speed
Timeline: 8 Weeks
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Project 2

Interactive AR Anatomy Atlas

AR/VR

Interactive AR Anatomy Atlas

Developed a mobile AR application for medical students to explore 3D human anatomy models in a real-world environment, improving learning engagement.

Tech: Unity, ARKit
Timeline: 12 Weeks
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Project 3

CI/CD Pipeline Security

DevOps, Cyber Security

CI/CD Pipeline Security

Implemented a DevSecOps strategy, integrating SAST and DAST scanning tools into a Jenkins pipeline, reducing critical vulnerabilities before deployment by 95%.

Impact: -95% Vulns
Timeline: 6 Weeks
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Project 4

Anomaly Detection System

Machine Learning, Cyber Security

Anomaly Detection System

Built a network intrusion detection system using an autoencoder neural network to identify anomalous traffic patterns with 98% accuracy.

Accuracy: 98.2%
Tech: Tensorflow
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Project 5

Federated Learning Framework

Machine Learning

Federated Learning Framework

Contributed to an open-source framework for training ML models on decentralized data, enhancing data privacy and security for sensitive applications.

Role: Contributor
Impact: OSS
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Let's Connect

Want to discuss DevOps, Cyber Security, or explore potential collaborations? Book a free 1-on-1 call. I'm always eager to connect with like-minded individuals.