Venkata S
AI-Powered Full-Stack Developer | Angular, React, Java, Python | AWS Certified | ML Engineer Delivering Scalable Solutions for FinTech & AI
- Role
- Machine Learning Engineer at Fractal
- Location
- Duluth, GA, US
- LinkedIn followers
- 500 followers
About Venkata S
I’m a results-driven Full Stack Developer with 4+ years of experience building scalable…
Experience
Machine Learning Engineer
Oct 2024 — Present
Automated the Due Diligence Assessment (DDA) scoring workflow by integrating Gemini LLM APIs to dynamically assess risk-related questions based on primary risk labels.Implemented logic to extract and process DDA Excel templates stored in Snowflake stage folders, based on incoming POST requests from Salesforce.Designed a pipeline to read Excel data, preprocess question sets, send to Gemini, and write back scores and justifications into the final output.Developed logic to convert Gemini’s natural language response into structured dictionaries for seamless Excel updates and future analysis.Rebuilding an existing Streamlit dashboard in React to support scalable and maintainable performance insights for Member Service Representatives (MSRs).Implemented dashboard visualizations and KPI cards to track escalation rates, knowledge center usage, and handle times.Structured the React project with clean folder architecture and mock data, ensuring ease of future integration with backend APIs.
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