Hi, I'm Akshay
Building the next generation of environmental models at WeatherEX, at Experiqs Pvt Ltd. I use AI and predictive analytics to deliver precise, future-ready climate intelligence.

About

As the VP of WeatherEX, at Experiqs Pvt Ltd, I am committed to bridging the gap between cutting-edge science and real-world deployment. I lead a team dedicated to providing high-resolution weather and climate intelligence by unifying satellite imagery, AI emulators, and physics-based solvers on our collaborative platform. My work involves transforming this complex data into actionable insights for everything from short-term nowcasting to long-term climate adaptation strategies. I am passionate about fostering collaboration between academia and industry to co-create the next generation of environmental models that drive sustainable, data-driven decisions.

Skills

AI/ML
Weather Forecasting
Python
R
MATLAB
ERDAS Imagine
ArcGIS
Cropwat
Origin Pro
Projects

Check out our latest work

Hourly global numerical weather prediction NWP simulation
Hourly global numerical weather prediction NWP simulation

The hourly simulation demonstrates stable model integration and consistent evolution of large scale atmospheric features. Initial diagnostics from the 10 m wind fields show physically realistic global circulation, with well defined trade winds, midlatitude jets, and coherent storm track structures.

NWP ML
WeatherEx
WeatherEx

WeatherEx — India’s Own Weather Intelligence Platform (Under Development) Built for our farmers. Built for our future. Built in India.

Python Typescript PostgreSQL TailwindCSS
Publications

Publications

  • A

    Assessing machine learning and Physics-Informed models for Multi-Lead time sea surface temperature prediction in the Arabian sea

    A Sunil, B Deepthi, M Rashid, R Sreedhar, G Ganjir, S Adarsh

    Stochastic Environmental Research and Risk Assessment 39 (9), 4063-4082

  • E

    Enhanced rainfall forecasting for Mumbai using data-driven ConvLSTM2D models at fine spatial and temporal scales

    A Sunil, A Devda, R Murthy, B Deepthi

    Natural Hazards, 1-26

  • F

    Forecasting Sea Surface Temperature: A Benchmarking of Deep Learning Models

    A Sunil, B Deepthi, R Sreedhar, M Rashid, G Ganjir

    AGU24

  • E

    Enhanced Precision in Rainfall Forecasting for Coastal Megacity Mumbai: Utilizing Physics Informed ConvLSTM2D Models for Finer Spatial and Temporal Resolution

    A Devda, M Rashid, A Sunil

    AGU Fall Meeting Abstracts 2024, SY01-36

  • R

    Rainfall Nowcasting using Physics informed ConvLSTM2D model at fine spatial and temporal scales for the coastal city of Mumbai, India

    A Devda, A Sunil, RL Murthi

    Water Science Conference (WaterSciCon24, 318-173)

  • A

    Adaptive (re) operations facilitate environmental flow maintenance downstream of multi-purpose reservoirs

    A Sunil, R Singh, M Molakala

    Journal of Hydrology

  • A

    Assessment of climate change impacts on the precipitation and temperature: a case study on Krishna River Basin, India

    NSS Syam, A Sunil, S Pichuka, A Mandal

    Russian Meteorology and Hydrology 49 (1), 62-70

  • H

    Hourly Precipitation Prediction: Integrating Long Short-Term Memory (LSTM) Neural Networks with Granger Causality

    MRL Rahul Sreedhar, Akshay Sunil

    EGU24

  • W

    When Can We Prioritize Environmental Flow Release Without Affecting Hydropower and Water Demand Satisfaction?

    A Sunil, R Singh

    AGU Fall Meeting

  • D

    Does prioritizing environmental flows compromise demand satisfaction and hydropower production in the Nagarjuna Sagar reservoir?

    A Sunil, R Singh

    Fall Meeting 2022

  • R

    RANKING OF CMIP5-BASED GENERAL CIRCULATION MODELS USING COMPROMISE PROGRAMMING AND TOPSIS FOR PRECIPITATION: A CASE STUDY OF UPPER GODAVARI BASIN, INDIA

    B DEEPTHI, S AKSHAY, SC NAIR, AB MIRAJKAR, S ADARSH

    International Journal of Big Data Mining for Global Warming, 2050007

  • M

    Modeling future irrigation water demands in the context of climate change: a case study of Jayakwadi command area, India

    A Sunil, B Deepthi, AB Mirajkar, S Adarsh

    Modeling Earth Systems and Environment

  • B

    Balancing Ecological and Socioeconomic Objectives in Multi-Purpose Reservoir Operations: Not a Zero-Sum Game

    A Sunil, R Singh

    SSRN 5292979

Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on Twitter or LinkedIn and I'll respond whenever I can.