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About Me

I and a software and machine learning engineer at Aleph Insights and have a bachelors degree in Artificial Intelligence and Data Science, having published my thesis Proportional Search Space Reduction: A Novel Metric for Cross-View Image Geolocation at the BeNeLux AI Conference (BNAIC). Making state of the art models is cool ... but making them accessable is way cooler. Check out my sudoku solver AI and free to use API as an example of models I have made out in the wild.

Technologies

Machine Learning and Data Science

Back-end

Front-end

Dev Ops

Embedded Systems

Tutoring

If you got here from SuperProf check out my Tutoring-notes repo for easy to read notes on languages I tutor, Tutoring-exercises for some exercises to try out and Tutoring-data_structures for class skeleton examples for Java using generics

Leon Debnath's Projects

bamboo icon bamboo

An implementation of the game Bamboo with several AI agents to play against

computer-security icon computer-security

A simple counter app where multiple users can login using a client and modify their counter by incrementing either up or down using all possible security measures

docker-flask-mysql icon docker-flask-mysql

A Python Flask REST API and MySQL database deployed in composed Docker containers

fastapi-mysql-docker icon fastapi-mysql-docker

A baseline API in composed docker containers with JWT authentication, password salting and hashing, with a mySQL database for storing user info

flight-controller icon flight-controller

A two part flight control system made up of an avionics component and ground station for controlling a model plane over radio. Long term plan to add self leveling flight, GPS telemetrics, and waypoint guidance.

game-of-life-2 icon game-of-life-2

A more interactive version of Conway's game of life, allowing selection and placement of different templates within the board area

git-workshop icon git-workshop

A git workshop for first years at UM, from no knowledge to branch protections and pull requests

image-locate icon image-locate

Cross View Image Geolocation using Siamese Neural Networks

image-processing icon image-processing

Image Processing course including Discrete Cosine Transform, Prinicpal Component Analysis, and Fast Fourier Transforms

java-gradle-fx icon java-gradle-fx

A template repository for quickly building a project with java-17, gradle-7.3, and javafx with CI/CD workflows and branch protections configured

jogging icon jogging

A simple logging framework for Java that allows for logging to .txt and .csv files with minimal setup and fuss

linux icon linux

Automated Linux build script. Build my preferred setup

multi-agent-surveillance icon multi-agent-surveillance

A model using multiple agents that sense using visual and audible signals to detect within an unknown space

nvim icon nvim

Blazing fast Neovim config providing solid defaults and a beautiful UI, enhancing your neovim experience.

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