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divyanatekar08/README.md

Hi there, I'm Divya Natekar 👋

Typing SVG

LinkedIn GitHub Portfolio Email

💡 About Me

I hold an MS in Urban Data Science from NYU Tandon and am currently a Software Engineer Intern (AI/ML) at PM Accelerator. I specialize in Urban AI, Spatial Data Science, and Large Language Models, bridging machine learning, spatial interaction modeling, and full-stack cloud engineering to build intelligent decision engines.

🚀 Key Focus Areas

  • 🌆 Urban AI & Simulation: Agent-Based Modeling, Human Mobility Analysis, Gravity-based Preference Engines
  • 🤖 Generative AI & LLMs: Context Pipeline Architecture, Langfuse Telemetry, RAG, Prompt Engineering
  • 🛰️ 3D Spatial Data: LiDAR Point Cloud Processing, RANSAC transient object removal, Spatial Clustering

💻 Tech Stack

Languages & Machine Learning


Full-Stack & Cloud Architecture

🔬 Featured Research & Experience

  • Software Engineer Intern AI/ML (PM Accelerator): Designing Next.js API micro-routes and context pipeline transformations backed by Supabase & Langfuse LLM telemetry.
  • Agent-Based Urban Simulation (NYU CUSP): Integrated LLMs and spatial interaction models to simulate urban mobility flows and multi-agent choice behavior.
  • Transient Object Removal in LiDAR (NYU CUSP): Implemented RANSAC and spatial clustering algorithms to filter 3D point cloud data for high-fidelity urban modeling.

📊 GitHub Analytics & Activity


Contribution Snake

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  1. agentic-retail-platform agentic-retail-platform Public

    An AI-driven retail intelligence platform powered by LangGraph, FastAPI, and Polars for spatial analytics, agentic workflows, and real-time decision-making.

    Python

  2. lidar-point-cloud lidar-point-cloud Public

    This GitHub repository is for my Summer 2025 research, focused on LiDAR data processing and transient object removal, in order to improve visibility and occlusion-based filtering in dense urban env…

    Jupyter Notebook

  3. Tech-Assessment-Data-Analyst Tech-Assessment-Data-Analyst Public

    This is my GitHub repository for the Data Analyst technical assessment by PM Accelerator.

    Jupyter Notebook

  4. weather-intelligence-app weather-intelligence-app Public

    This is a full-stack weather application built for the AI Engineer Intern Technical Assessment.

    Python