Bitla Shravya Reddy
@bitlashravyareddy
I red-team AI agents and build secure, practical machine learning systems.
What I'm looking for
I red-team banking and healthcare AI agents at Truviq Systems, using PyRIT, DeepTeam, Promptfoo, OWASP Top 10 for LLM Applications, and MITRE ATLAS to uncover jailbreaks, prompt injection, data leakage, unsafe behavior, and tool abuse. I also develop threat models and governance approaches for agent permissions, MCP security, and automated red-team workflows.
Previously at Prodigal AI, I built browser-based AI agents, FastAPI SaaS systems, RAG improvements, and an autonomous video production component. At The Baronix, I built an EfficientNet-based Indian wear detection and recommendation model reaching 95% accuracy while reducing prediction latency by 35%.
Experience
Work history, roles, and key accomplishments
Conducted AI red teaming on a multi-agent healthcare system using PyRIT, DeepTeam, and Promptfoo, following
industry security frameworks including OWASP Top 10 for LLM Applications and MITRE ATLAS. Identified security
risks, evaluated adversarial attack scenarios, and developed comprehensive threat models in OWASP Threat Dragon
using PLOT4AI attack cards to document attack surfaces, trust boundar
• Applied Deep learning to build an multi head classification model using Efficient Net for Indian Wear Outfit Detection and Recommendation system; designed evaluation pipelines covering preprocessing and feature engineering to achieve 95% model accuracy across test datasets.
• Optimized model inference workflows and feature engineering processes, reducing prediction latency by 35% while mai
Worked as Vice President of Computer Society at IEEE MVSR Chapter.
- Built an agentic AI browser automation system capable of autonomously executing complex workflows using Playwright, Puppeteer, Selenium, and LLM APIs, enabling automated Product Hunt reviews with integrated text-to-speech commentary.
- Developed AI-powered browser automation modules for startup platforms, enabling intelligent form filling and workflow execution to reduce manual operations.
- Des
Worked as AI Full Stack at Bhuvih HR Solutions Private Limited.
- Implemented supervised, unsupervised and complex machine learning algorithms, using a suite of Python libraries such as scikit-learn, numpy and pandas
- Developed machine learning models for diverse projects using advanced algorithms and tools , achieving rates exceeding 95%.
Education
Degrees, certifications, and relevant coursework
MVSR Engineering College
Bachelor of Engineering, Information Technology
2022 -
Pursuing a Bachelor of Engineering in Information Technology, focusing on AI/ML and full-stack development.
MVSR Engineering College
Bachelor of Engineering - BE, Information Technology
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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