Hello, I'm
Prathyusha Akundi
As a Senior Data Scientist, I design end-to-end production systems that handle underwriting, fraud detection, and clinical intelligence at scale—turning complex problems into efficient, automated solutions.
/ Career
A brief overview of my career
Senior Data Scientist
Perfios Software Solutions Pvt. Ltd.
Senior Data Scientist designing end-to-end agentic workflows focused on FinTech and Healthcare use cases. Experienced in LLM fine-tuning, agent orchestration, knowledge graph architecture, reinforcement learning, and evaluation frameworks—with growing focus on AI safety paradigms.
Business Technology Analyst
Deloitte USI
Delivered insurance technology projects on the Guidewire suite (Policy Center, HPExstream, GOSU); 3 Applause and 4 Spot awards.
Intern - Software Engineer
Microsoft Corporation
Enhanced Course Publishing analytics using SQL. Developed 'ShareIt', a file sharing solution with Azure integration.
Senior Data Scientist
Perfios Software Solutions Pvt. Ltd.
Senior Data Scientist designing end-to-end agentic workflows focused on FinTech and Healthcare use cases. Experienced in LLM fine-tuning, agent orchestration, knowledge graph architecture, reinforcement learning, and evaluation frameworks—with growing focus on AI safety paradigms.
Business Technology Analyst
Deloitte USI
Delivered insurance technology projects on the Guidewire suite (Policy Center, HPExstream, GOSU); 3 Applause and 4 Spot awards.
Intern - Software Engineer
Microsoft Corporation
Enhanced Course Publishing analytics using SQL. Developed 'ShareIt', a file sharing solution with Azure integration.
/ Publications
Research papers, workshop contributions, and academic writing.
Reformulating Key-Information Extraction as Next Sentence Prediction for Hierarchical Data
Reformulating Key-Information Extraction for hierarchical tables as Next-Sentence Prediction to improve information extraction from complex documents.
Incremental Learning for a Flexible CAD System Design
Mitigating Catastrophic Forgetting through auxiliary task representations to enable incremental class learning in medical imaging systems.
/ Certifications
Credentials and professional certifications from leading platforms and institutions.
/ Tech Stack
Breakdown of my technical skills, categorized by domain and proficiency
Core AI & Machine Learning
Generative AI & Agents
Languages & Databases
Tools & Frameworks
/ Contact Me
Feel free to reach out. I'm always open to discussing new projects and opportunities.