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praveenpankaj/README.md

Hi, I'm Praveen Pankajakshan πŸ™

About Me

I am a farmer and Chief AI Scientist at UrbanKisaan. Earlier, I was the Chief Scientist at Cropin, where I led the Cropin AI Labs team. The focus is on integrating Earth Observations and AI to revolutionize agriculture and promote sustainable land and resource use. My multidisciplinary team includes Earth observation scientists, data scientists, field scientists, and agronomists.

I also led the Data Science and Machine Learning team at Corteva Agriscience (formerly Dow-DuPont Agriculture) in Hyderabad. My experience also includes roles as a Data Analytic Scientist at Shell Technology Center Bangalore and as a Researcher and Technical Manager at Samsung Advanced Institute of Technology (SAIT).

I currently serve as an adjunct faculty member at AMMACHI Labs at Amrita Vishwa Vidyapeetham, where I advise and mentor Master's and Ph.D. students. I am part of the apex committee responsible for setting up the four AI Centers of Excellence in India and part of the committee member of the AWS Impact Computing Project with the Harvard Data Science Initiative (HDSI). Additionally, I am a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE).

My academic background includes a Ph.D. in Computer Vision, Control, Signal, and Image Processing from Ariana, a joint research team of INRIA, CNRS, and UNS INRIA; a Master's in Electrical Engineering from Texas A&M University, College Station; and a Bachelor's degree in Electrical Engineering from the Indian Institute of Technology (IIT) Roorkee. I was also a contractual researcher during my postdoctoral years at the Pasteur Institute in Paris.

Beyond my professional work, I am passionate about biodiversity and practice natural and organic farming at my own farm. I am also a certified Heartfulness Meditation trainer.

πŸ”¬ Google Scholar Profile: View my research

Objective

In 2022, I recognized that scaling Natural Farming Techniques and Agroforestry requires open-sourcing all related work in agriculture, satellite imaging, science, and machine learning. I created several repositories on GitHub to provide blueprints for individuals and organizations to reproduce these methods. By sharing my experiments and learnings from my farm, Roc Tranquil, I aim to foster collective learning and avoid repeating mistakes, especially those impacting nature.

Featured Repositories

Here are some of my notable projects across AI, remote sensing, materials science, and agriculture:

🌿 AI for Agriculture & Sustainability

πŸ”¬ AI & Machine Learning for Materials Science

  • AI4Materials: Machine learning-driven approaches for materials discovery and characterization.

πŸ›° Remote Sensing & Hyperspectral Imaging

🧠 Signal Processing & Estimation

πŸ“ LLM, AI & Agriculture

  • Aksara: Small Language Model for Climate Smart Advisory for farmers across five countries and for nine crops.

Collaboration

I am always open to collaborations in AI, remote sensing, agriculture, and materials science. If you are a student, educator, or researcher interested in contributing, collaborating, teaching, or learning, feel free to reach out to me through LinkedIn. Let's work together to advance sustainable agriculture and technology.

Popular repositories Loading

  1. Fluorescence-Microscope-PSF Fluorescence-Microscope-PSF Public

    Fluorescence Microscope PSF

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  2. Kalman-Filter-Phase-Estimation Kalman-Filter-Phase-Estimation Public

    Matlab Simulink model using Kalman Filter for Amplitude and Phase Estimation from a Signal.

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  3. awesome-ai-agri-data awesome-ai-agri-data Public

    Curated agriculture datasets that are publicly available for training AI models.

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  4. FFT FFT Public

    FFT plugin for ICY

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  5. praveenpankaj praveenpankaj Public

    Landing page for the github repository

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  6. cloud-shadow-masking cloud-shadow-masking Public

    This is the code repository for IEEE IGARSS 2023 article on "Cirrus Cloud and Shadow Masking in Optical Satellite Using Deep Learning for Small Land Holding Farmer Plot.

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