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Hi 👋, I'm Alexis Balayre

French engineer with expertise in Data Engineering, Machine Learning and Blockchain.

alexisbalayre

💫 About Me

👨🏻‍🎓 I am currently doing an MSc in Computational Intelligence for Data Analytics at Cranfield University.
💻 I'm a Machine Learning Engineer and a Full-Stack Developer specialised in Web3.
❤️‍🔥 I'm passionate about decentralised technologies and their potential to change the world.
👊🏻 I have a strong experience in designing and developing smart contracts and dApps, as well as integrating blockchain solutions into web applications.
👨‍💻 All of my projects are available at https://alexis.balayre.com/
📫 How to reach me [email protected]

🌐 Connect with me

belas_eth alexis-balayre

💻 Tech Stack

Visual Studio Code TypeScript Python Rust Solidity Java ApacheCassandra InfluxDB MariaDB MongoDB MySQL Neo4J Postgres Apache Spark Apache Kafka Apache Airflow ElasticSearch Kibana AWS Cloudflare NestJS Vue.js Next JS React NumPy Pandas PyTorch scikit-learn SciPy TensorFlow LINUX Grafana Swagger Docker Postman Ethereum Chainlink ChatGPT

Alexis Balayre's Projects

chest-x-ray-abnormalities-detection icon chest-x-ray-abnormalities-detection

This project leverages the Faster R-CNN model with a ResNet-50 backbone, implemented using PyTorch Lightning, for the detection and localisation of thoracic abnormalities in chest X-ray images.

cranfield_group_project icon cranfield_group_project

Sophisticated approach to predicting turbulence dynamics by leveraging the power of Physics-Informed Neural Networks (PINNs). This project is built on the PyTorch Lightning framework, facilitating streamlined model training, evaluation, and management.

first-order-model icon first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

ghosafe icon ghosafe

GhoSafe is an Ethereum-based DeFi platform, offering secure, efficient lending with vaults, credit delegation, and cross-chain collateral. Integrated with Aave and Chainlink, it simplifies and elevates the DeFi experience for lenders and borrowers.

gptaggregator icon gptaggregator

GPTAggregator is a Python-based application that provides a unified interface to interact with various large language models (LLMs) through their respective APIs. The project aims to simplify the process of working with different LLM providers.

inetum icon inetum

This project allows for the monitoring of electrical and fluid consumption in a set of stations.

ladybugai icon ladybugai

LadybugAI: Machine Learning for Species Classification and Spot Counting

optispmv icon optispmv

Leveraging the power of HPC, OptiSpMV employs parallel computing strategies through OpenMP and CUDA, aiming to significantly enhance computational efficiency across different sparse matrix formats: CSR and ELLPACK.

pricesense icon pricesense

This project explores the correlation between financial news sentiment and stock prices.

sparsematrixmultiplicationmpi icon sparsematrixmultiplicationmpi

This project explores various parallelization strategies for multiplying sparse matrices by coarse vectors, using the Message Passing Interface (MPI) framework to achieve high performance on HPC systems.

tracknpred icon tracknpred

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy Sensor Inputs". This codebase contains implementations for several trajectory prediction methods including Social-GAN and TraPHic.

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