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Nandita10062001/README.md
AI in Agriculture Banner

πŸ‘‹ Hi, I'm Nandita Nandakumar

Machine Learning Engineer | Applied AI & Computer Vision | Agentic & Autonomous Systems

Founding ML Engineer @ Krishiboot, IIT Bombay β€’ Ex-AI/ML Engineer @ Atmos Climate
"Deploying AI where it matters most."

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πŸ’« About Me

I’m a Machine Learning Engineer focused on building real-world systems with strong research interests in deep learning and computer vision. My current work focuses on developing intelligent, robust, and field-ready ML systems for precision agriculture and environmental monitoring

🎯 Vision: To become a Lead AI Research Scientist one day! I look forward to contributing to applied AI innovations that create measurable impact across industries.


πŸš€ What I Do & Areas of Interest

⚑ Currently working on:

  • Build and train ML and computer vision models
  • Develop end-to-end pipelines for agricultural & automated systems
  • Deploy AI on edge devices (Jetson, ARM, microcontrollers)
  • Work with LLMs, multimodal models, & agentic AI
  • Improve model efficiency & integrate AI into production systems

🧠 Research Interests:

  • Artificial Intelligence, Machine Learning & Deep Learning
  • Computer Vision for agriculture & real-world systems
  • Geospatial & satellite image analysis
  • Edge AI, autonomous systems, & robotics
  • MLOps & production-grade ML engineering

πŸ’» Tech Stack:

Programming Languages

Python C++ C JavaScript TypeScript Java R HTML5 CSS3 Kotlin

AI/ML & Data Science Frameworks

PyTorch TensorFlow Keras scikit-learn OpenCV Matplotlib Plotly NumPy Pandas SciPy MLFlow

MLOps, Cloud & Databases

AWS Google Cloud Firebase Docker Nginx Apache Postgres MongoDB MySQL DynamoDB Vercel

Hardware, DevOps & Tools

nVIDIA CUDA Git GitHub Linux NodeJS Next JS Express.js FastAPI Flask Django React Streamlit OpenGL NPM Anaconda Postman Selenium


πŸ“Š GitHub Stats:



✍️ Dev Quote of the Day!


Open to research collaborations and exciting ML projects. Let's build AI that makes a difference! πŸš€

Pinned Loading

  1. Lakshman-Rekha-2020 Lakshman-Rekha-2020 Public

    LakshmanRekha is a web-based geofencing and indoor-positioning system designed for monitoring patients using an IoT wristband called Jatayu

    CSS

  2. TheraPy TheraPy Public

    Thera.py aims to democratize mental health support and increase awareness of neurocognitive conditions by offering an online platform that is easily accessible, user-friendly, and proactive in addr…

    JavaScript

  3. Interio Interio Public

    A revolutionary cross-platform mobile application that transforms 2D floor plans into interactive 3D room models for comprehensive interior design visualization.

  4. resume_rank_matching-2022 resume_rank_matching-2022 Public

    An intelligent web application that automates the resume screening process by matching and ranking candidate resumes against job descriptions using NLP and machine learning techniques.

    Python

  5. Mumbai-vibemap Mumbai-vibemap Public

    This project predicts the vibe of any location in Mumbai City using cutting-edge ML, data engineering and feature engineering

    Jupyter Notebook

  6. Portfolio-Website Portfolio-Website Public

    This is a formal walkthrough of my Profile and Resume.

    TypeScript