An experienced Analytics Software Developer specializing in building high-performance, client-side enterprise software. I design and engineer advanced domain solutions, including Loan Price Optimizers, Decision Engines, and automated Model Monitoring Systems. Expert in building full-stack applications with React and FastAPI, and optimizing heavy data pipelines using Polars, Pandas, and NumPy, while engineering predictive systems through robust AI/ML frameworks. I am expanding my expertise into Generative AI, engineering predictive systems and intelligent workflows using AWS SageMaker, LLMs, RAG, and Vector Databases.
- π οΈ Current Project: Building a custom enterprise AI/ML predictive system integrated with a Next.js frontend and FastAPI backend, incorporating custom RAG pipelines.
- π± Currently Exploring: Advanced Gen AI, Agentic Workflows (like AWS Bedrock), and building scalable cloud architectures.
- π§ Skill Focus: Consistently mastering Data Structures & Algorithms and optimizing backend performance.
- Gen-Ai - A multi-project workspace featuring document vaults, Next.js frontends, and experimental AI workflows utilizing RAG and local models.
- AI-ML - A curated workspace for exploring Machine Learning algorithms and engineering predictive models in Python.
- πΌ LinkedIn: [https://www.linkedin.com/in/poonam-patel-0948801b6/]