Automated Content Generation System: Developed an AI-powered system automating customer journey, sales, and company image creation. Created AI-generated articles from customer interviews using LangChain, LangGraph, OpenAI API, leading to 54 new user sign-ups, facilitating customer feedback and product discovery
Business Value Estimation Tool: Developed a tool to analyze repositories and assign business value, aiding in risk prioritization and management
Automated Risk Mitigation: Implemented automated risk mitigation using AI tools, eliminating several risks in the company's product
Optimized AI Workflows: Integrated AI tools and optimized for cost efficiency, deploying solutions on Google Cloud Run
Code Review and Quality Assurance: Reviewed pull requests and refactored code, improving quality and maintainability
Team Training and Leadership: Conducted training sessions on AI tools and workflows, promoting continuous learning
Nov 2022 - Jul 2023
9 months
Machine Learning Researcher/Developer
Siemens Energy
Developed a ML model using PyTorch and PyTorch Geometric to automate high-voltage conductor configurations, reducing configuration time by up to 30 hours per instance
Achieved 96% accuracy in link prediction for domain-specific knowledge graphs
Collaborated with cross-functional teams for data collection and domain understanding
Nov 2020 - Nov 2022
2 years 1 month
Software Engineer
Siemens Energy
Developed a Python-based monitoring system for Windows servers and services
Implemented a C# software adapter to expand system functionality