Akshay Suresh
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  • Work Experience
  • Technical Skills
  • Education
  • Licenses & Certifications
  • Recreational Activities

About Me


Work Experience

01/2024 – Present Freelance Data Scientist, AI for Positive Climate Action

08/2017 – 08/2023 Graduate Researcher, Cornell University, Ithaca, NY, USA
AI and Signal Processing for Automated Astrophysical Event Discovery

06/2022 – 08/2022 Machine Learning Researcher, Frontier Development Lab USA
Time Series Forecast of Earthquake Rates from Underground Carbon Storage

09/2021 – 06/2022 Visiting Researcher, University of California, Berkeley, USA
Software Development for Radar Detection from Alien Worlds
[Reuters press release] [NPR Podcast]

Technical Skills

Programming Python (PyTorch, scikit-learn, NumPy, pandas, geopandas, xarray, matplotlib, seaborn, plotly), bash scripting, SQL, \(\LaTeX\), HTML
Machine learning
  • Supervised learning:
    • Linear regression, lasso & ridge regularization
    • Decision trees, random forest
    • Support vector machine
    • \(K\)-nearest neighbors
    • Convolutional neural networks
    • Recurrent neural networks
    • Long short-term memory networks
  • Unsupervised learning:
    • \(k\)-means clustering
    • Gaussian mixture models
  • Reinforcement learning
  • Principal component analysis
  • Batch and stochastic gradient descent, Adam optimization
Software Engineering Production code development, high performance computing
Cloud Computing Google Cloud Platform, Amazon Web Services
Operating Systems Linux, iOS
Geospatial Software ArcGIS Pro, QGIS
Other Software Microsoft 365 Suite

Education


Cornell University, USA

MS & PhD 2017 – 2023

Major: Astronomy
Minor: Physics

GPA: 4.0/4.0
Cranson & Edna B. Shelley Outstanding Teaching Assistant Award (2019)
IISER Pune, India   Indian Institute of Science Education & Research, Pune

BS & MS with Distinction 2012 – 2017

Major: Physics
Minor: Mathematics

GPA: 9.9/10
Institute Gold Medal (2017)

Licenses & Certifications

11/2024 NPTEL Online Certification (Elite + Gold): Reinforcement Learning
05/2024 Advanced GIS and Remote Sensing Certification, GIS Vision India
04/2023 Erdös Institute Data Visualization Mini-course
06/2022 Erdös Institute Data Science Bootcamp

Recreational Activities

  • I have been an avid cricket fan since my teenage years. When possible, I attempt to experience major cricketing matches live in stadiums worldwide. Attending the World T20 final 2022 at the Melbourne Cricket Ground is my most cherished cricketing memory to date.
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  • I enjoy destressing from work through board games and food. Gameistry Entertainment (Chennai, India) and Victory Point Cafe (Berkeley, CA, USA) are two personal favorite board game destinations. I maintain here a list of board games I have played since 2020. Hoping to grow this list further in the coming years!

  • I love taking time out from my schedule to appreciate the Earth’s natural wonders. Witnessing the dance of the Aurora Borealis (aka the Northern Lights) in interior Alaska was a dream come true in 2022.

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