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Hi there, I'm Alex 👋

Distributed Software Engineer, Data Scientist, Machine Learning Engineer, and Data Engineer developing solutions, accelerators and projects for GenAI, DSML, Distributed DL in various domains. Areas of specialisation include Geospatial DSML and analytics, graph theory, clustering, predictive modelling, CNNs, RNNs, GNNs, GANs with a focus on applying the Spark platform using Scala and Python, as well as Rust. My experience includes data modelling, feature engineering, exploratory data analysis, root cause investigation across large and complex data sets in FinServ, HLS, Media & Entertainment and Telecom.

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Alex's Projects

torch-nn icon torch-nn

Efficient, reusable RNNs and LSTMs for torch

torcharrow icon torcharrow

High performance model preprocessing library on PyTorch

universe icon universe

The Mesosphere Universe package repository.

veedo icon veedo

STARK-based Verifiable Delay Function (VDF) service

velox icon velox

A C++ vectorized database acceleration library aimed to optimizing query engines and data processing systems.

vllm icon vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

wallet.rs icon wallet.rs

Build wallets and other applications involving IOTA value transfer

winterfell icon winterfell

A STARK prover and verifier for arbitrary computations

xgboost icon xgboost

Scalable, portable, and distributed Gradient Boosting (GBDT, GBRT or GBM) library, for Python, R, Java, Scala, C++ and more. Runs on single host, Hadoop, Spark, Flink and DataFlow

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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