Sushmitha Halli Sudhakara
August 12, 2024
Manohar Vellala is a Machine Learning intern and a Master of Computer Science student at Old Dominion University. Some of Monahar's milestones achieved in the field of software development include:
• Leading a $500K project funded by the Commonwealth Cyber Initiative in developing an LLM-based Intelligent Automation to protect and secure networks in Industry environments.
• Fine-tuned Llama2 7B with cybersecurity data using quantization, QLoRA, and LoRA techniques to generate Linux scripts for automating the security hardening process in Hardware and Software devices.
• Migrated Map Communications Inc. login portal to AWS Lambda, enabling over 100K+ clients to securely access the portal with multi-factor authentication using OAuth and Twilio, resulting in an 80% reduction in cyberattacks.
•Shipped And Maintained RESTful Flask-based Satellite Image Processing Software used by 10000+ Employees at I.S.R.O
• Deployed a Generative Adversarial Network with 200K low-resolution satellite images and produced 4x resolution images. Saving them 30 minutes on average per day (1000+ work hour savings per month)
