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From machine design to machine learning; I'm an autodidact developer, an ideator and a go-getter with demonstrated experience in AI-based drug design, robots and a sounding rocket of the European Space Agency. Top 5% overall on the leading DataScience StackExchange forum with my technical Q&A impact reaching >500k restless souls. I also sail boats, love techno and anything EVM-compatible.

🌎 https://pankotsias.com/

My github stats Top Langs

I choose to code mostly in python and have diverse experience with packages for math/AI/ML (numpy, pandas, scipy, tensorflow.keras, torch, sklearn), chemistry (rdkit), data visualization (matplotlib, seaborn), crawling (requests, bs4), technical analysis (ta) and CI/CD (unittest, coverage) applications. Also experienced in scripting with bash, Dockerfile, and .github/workflows.

I currently maintain the open-source python APIs for two blockchain explorers; etherscan-python (Ethereum Explorer) and bscscan-python (Binance Smart Chain Explorer).

Pan Kotsias's Projects

bscscan-python icon bscscan-python

The most popular asynchronous Python API for BscScan (Binance Smart Chain Explorer), available via PyPI.

deep-drug-coder icon deep-drug-coder

A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

ethereumbook icon ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

molvecgen icon molvecgen

Molecular vectorization and batch generation

moses icon moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

mso icon mso

Implementation of the method proposed in the paper "Efficient Multi-Objective Molecular Optimization in a Continuous Latent Space" by Robin Winter, Floriane Montanari, Andreas Steffen, Hans Briem, Frank Noé and Djork-Arné Clevert

occupancy-detection icon occupancy-detection

My attempt on the UCI Occupancy Detection dataset using various Machine Learning methods.

robotic-arm icon robotic-arm

Detailed kinematics analysis of a 5-DOF robotic arm (RPRRR) without spherical wrist.

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