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POONAM-PATEL-tech/README.md

πŸ‘‹ Hi, I'm Poonam Patel!

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.


  • πŸ”­ What I'm Up To

  • πŸ› οΈ Current Project: Building a custom enterprise AI/ML predictive system integrated with a Next.js frontend and FastAPI backend, incorporating custom RAG pipelines.
  • 🌱 Currently Exploring: Advanced Gen AI, Agentic Workflows (like AWS Bedrock), and building scalable cloud architectures.
  • 🧠 Skill Focus: Consistently mastering Data Structures & Algorithms and optimizing backend performance.

πŸ› οΈ My Tech Stack

πŸš€ Programming Languages

Python JavaScript

πŸ“Š Data Science & AI/ML

NumPy Pandas Polars Scikit-Learn LLMs RAG Vector DB

πŸ’» Frontend Framework

Next.js

🌐 Backend Frameworks

FastAPI

πŸ—„οΈ Databases & Cloud Storage

MySQL MongoDB Amazon S3

βš™οΈ Tools & Developer Platforms

Git GitHub Jupyter Notebook Docker Kubernetes AWS SageMaker


πŸ“Œ Featured Projects

  • 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.

πŸ“ˆ My GitHub Stats

Poonam's GitHub Stats


🌐 Connect with Me

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    Config files for my GitHub profile.