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Rakshitha-Ireddi/README.md

👋 Hi, I’m Ireddi Rakshitha

Software Developer at Barclays | Applied AI & Data Systems

Interested in research collaborations across ML, CV & Computational Biology


💼 Software Developer at Barclays: Building internal data & analytics utilities, regulatory pipelines, and migration frameworks.

🔬 Research-driven engineer, actively seeking research collaborations in Machine Learning, Computer Vision, and Computational Biology.

🧠 Strong background in AI, ML, Data Engineering, Distributed Systems & Cloud.

🌱 Currently expanding work toward AI for Biological & Healthcare Data.

🤝 Open to academic research, industry research labs, and open-source collaboration.



🧬 Research Trajectory

• From Machine Learning & Computer Vision to Generative AI, LLMs & RAG Architectures

• Building scalable systems through Data Engineering & Distributed Data Platforms

• Applying AI to real-world impact in Computational Biology & Healthcare Analytics


⚒️ Languages • Frameworks • Tools






🔬 Research Overview

📄 Peer-reviewed publications in IEEE & Springer
🧠 Research spanning Machine Learning, Generative AI & Data-Driven Systems
🧬 Filed Indian Patent in intelligent automotive systems

Cognitive Zero-Trust: A Generative-Adversarial and Explainable Framework for Resilient SDN Defense
Zero-Trust Architectures • Adversarial Learning • Explainable AI • SDN Security

Mitigating Confabulation and Demographic Bias in Vision–Language Models for Diagnostic Radiology
Vision–Language Models • Bias & Fairness • Medical Imaging • Trustworthy AI

Manuscripts and development are currently under preparation for peer-reviewed journal submission.


📂 CV & Collaboration

📄 Curriculum Vitae (CV) available upon request
🤝 Actively open to research internships, co-authored papers, and long-term collaborations
🧩 Comfortable contributing to research codebases & open-source projects


Thank you for visiting my profile. If you are interested in research or computational biology collaborations, feel free to connect 🖤.

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