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Professional Account only.

This is a quick summary of my expertises (ie actual experience in production level projects).

  • Big Data Systems

    • Large Scale Key-Value Store ( Cassandra, ScyllaDB, Aerospike, CouchBase).
    • Hadoop stack : HDFS, Hive, Spark, Hbase
    • Kubernetes : Kubectl, Dockers...
    • Batching : Airflow, AWX (Red Hat), Mesos

  • Big Data Machine Learning.

    • Click data (advertisement), Image data, Japanese NLP data, ....
    • Ad Recommendation/Search system
    • Pytorch, Tensorflow (Keras)
    • Deep Learning compilers
    • Vector/Embedding Databases
    • Information Retrieval.
    • Time Series prediction

  • Machine Learning research.

    • Recommendation System/Information retrieval (Top-K ), Bandit
    • Reinforcement Learning
    • Various internal Presentation on Deep Learning/Machine Learning.
    • Talk on the state of ML (IAQF, New York, Fordham University 2019).

Kevin No.'s Projects

auto-docstring-generator icon auto-docstring-generator

A Simple Github Action that adds docstrings to Python functions by analysing code using OpenAI's GPT3 API

bidmach icon bidmach

CPU and GPU-accelerated Machine Learning Library

bidmach_spark icon bidmach_spark

Code to allow running BIDMach on Spark including HDFS integration and lightweight sparse model updates (Kylix).

bounter icon bounter

Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.

chainer icon chainer

A flexible framework of neural networks for deep learning

component-library icon component-library

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

laurent-rl-phd-thesis icon laurent-rl-phd-thesis

My PhD thesis. I defended on the 30th of October, 2020! See https://github.com/eleurent/phd-defense/

librerank icon librerank

LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.

ranking_bandits icon ranking_bandits

Bandit algorithms choosing a ranked-list of L items among K at each iteration

smart_open icon smart_open

Utils for streaming large files (S3, HDFS, gzip, bz2...)

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