Mohankumar A.
SDE | Python | GENAI | Model Risk Management | Backend & Distributed Systems | Cloud Platforms (AWS | Azure) | Big Data | ML Pipelines | CI/CD
- Role
- Senior Software Developer at Iris Software Inc.
- Location
- Arlington, VA, US
- LinkedIn followers
- 500 followers
About Mohankumar A.
Software & AI Engineer specializing in building secure, end-to-end Generative AI and…
Experience
Senior Software Developer
Sep 2025 — Present · Tampa, FL, US
Pioneered end-to-end data and AI solutions to streamline enterprise workflows, focusing on efficiency and automation of knowledge extraction.Designed and deployed scalable Python data pipelines for the extraction, cleansing, and normalization of complex structured and unstructured data (Excel, PDF, Word, images), ensuring data accuracy and readiness for AI consumption.Developed and delivered interactive Generative AI applications using Streamlit, enabling seamless document upload, data parsing, and user interaction with advanced language models (Gemini 2.5 Pro, Gemini 1.5 Flash, OpenAI).Engineered modular JSON handling and transformation layers to efficiently bridge back-end parsing outputs with LLM results, enabling real-time front-end data rendering.Architected and deployed containerized, serverless applications on OpenShift to optimize cloud-native scalability, improve performance, and achieve significant reductions in infrastructure costs.Integrated AI-driven solutions with Oracle databases in a secure and efficient manner to meet enterprise data persistence requirements.Enhanced testing and validation workflows for Generative AI features, implementing structured test cases to ensure the reliability and quality of AI-powered outputs.Collaborated closely with business stakeholders to refine requirements for AI prototypes, translating evolving business needs into measurable functional improvements.Maintained technical expertise by continuously evaluating and benchmarking new large language model capabilities and incorporating insights from cutting-edge AI research to drive the ongoing improvement of services.
Education
SRKR Engineering College
Bachelor of Technology - BTech, Electrical and Electronics Engineering
University of South Florida
Master of Science - MS, Business analytics and information systems
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