San Francisco / Santa Cruz, California

Sameer Kashyap

I am graudate student at UC Santa Cruz researching AI systems. My research interests are in Scientific Computing and modelling, AI Safety and fairness, and Agentic AI systems. I previously worked as SDE-II full stack mobile engineer and love building rich user experiences.

Scientific Machine LearningAgentic AI & LLM SystemsAI Safety and FairnessComputational Sciences

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Current Research

Terraforming Mars — Planetary Simulation with Scientific ML

My current research focused on building a PyTorch-based differential equation simulator projecting the energy requirements to achieve habitable surface conditions on Mars.

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Publications

Explainable AI for Wildfire Management and Ecological SustainabilityAccepted

Artificial Intelligence for Sustainability, IJCAI 2025

2025

A Comparative Review on Adaptive and Explainable Ensemble Learning for Email Phishing DetectionPublished

16th International IEEE Conference on Computing, Communication and Networking Technologies (ICCCNT) 2025

2025

Modeling the Chaotic Lorenz ODE System using Scientific Machine LearningPreprint

ArXiv arXiv:2410.06452

2024

Experience

October 2025 – Present

Graduate Researcher

UC Santa Cruz

Apr 2024 – Aug 2025

Software Development Engineer II

Acko

Nov 2022 – Apr 2024

Software Development Engineer I

Acko

Aug 2021 – Oct 2022

Software Engineer

FrontRow

New Ideas

Democratic Agents

PythonLangGraphMulti-Agent

Hail Mary Simulation

C++20MetalWebGPU

Martians

PythonReinforcement LearningLLM Agent

locus.ai 🧬

PythonLLM Fine-tuningQLoRA

CTD-FusionNet Deepfake Detection

PythonPyTorchComputer Vision

Molecular Frames

ReactThree.jsWebGPU

Some of my thoughts

Reading - Recommend these!

Project Hail Mary

Andy Weir

The Almanack of Naval Ravikant

Eric Jorgenson

The Psychology of Money

Morgan Housel

The Future of Humanity

Michio Kaku

Thirty Years That Shook Physics

George Gamow

Dark Matter

Blake Crouch

Thinking, Fast and Slow

Daniel Kahneman

Elon Musk

Ashlee Vance

Beyond Research

Life outside the lab

I am an ocean lover at heart, hoping to conquer every wave and dive into every depth. When I'm not in the water, you can find me enjoying soccer, beaches, running or swimming or just enjoying a sunny day.

PADI Advanced Open Water DiverSurferTriathleteOcean & Nature LoverReading Science FictionLove Cooking