tobiasodion
Software Engineer. Interested in GenAI, fintech, AI/ML, distributed computing, algorithmics, blockchain, data science, big data, and security.
France
Pinned Repositories
AI-Informed-Search
Project involved the implementation of the A* search algorithm using python
AI-ML-COVID19
Project involved the analysis of a covid-19 dataset, applying bayes theorem to estimate probabilities and using KNN ML algorithm to train a model and make predictions based on the data
AI-Uninformed-Search
Project involved the implementation of two uninformed search algorithms(Depth First search and Breadth First Search)
Algorithms-greedy-dynamic-programming
Project involved applying greedy algorithms, dynamic programming, recursion, memoization and tabulation to solve programming problems
Crypto-Instrument-Ticker-Service
Service to subscribe and retrieve crypto instrument ticker from Deribit(crypto exchange platform)
itinerary-recommender
"Cloud-based system that leverages GPT completions API and Azure App Functions to recommend tour itinerary for a given city for users. Generates and sends itinerary in PDF format via email
llm-food-delivery
Making the food-delivery experience easy for busy folks :)
Machine_Learning_KNN_Bayesian
Project involved the building and training of machine learning models using the custom built kNN and bayesian classifier as well as the classifiers from the python sklearn library.
RAGBOT
A CLI chatbot that uses RAG architecture for improving and adapting LLM to specific context. It allows users to ask questions and get response directly from open-source LLMs(OpenAI, MistralAI etc.) or from the information on a website which is provided as context using the RAG architecture.
trending-movies-data-pipeline
Project involved the development of a data pipeline using airflow and python. The data pipeline ingested trending movies' and distributors' data from imdb and box office, cleansed, formatted, combined and indexed the data on elastic search. Also, a dashboard was created from the data using kibana analytics. The tools and libraries used in this project included: selenium for data ingestion, pandas for data cleansing and formatting, pyspark for data combimation, elastic search and kibana.
tobiasodion's Repositories
tobiasodion/RAGBOT
A CLI chatbot that uses RAG architecture for improving and adapting LLM to specific context. It allows users to ask questions and get response directly from open-source LLMs(OpenAI, MistralAI etc.) or from the information on a website which is provided as context using the RAG architecture.
tobiasodion/llm-food-delivery
Making the food-delivery experience easy for busy folks :)
tobiasodion/AI-ML-COVID19
Project involved the analysis of a covid-19 dataset, applying bayes theorem to estimate probabilities and using KNN ML algorithm to train a model and make predictions based on the data
tobiasodion/Crypto-Instrument-Ticker-Service
Service to subscribe and retrieve crypto instrument ticker from Deribit(crypto exchange platform)
tobiasodion/itinerary-recommender
"Cloud-based system that leverages GPT completions API and Azure App Functions to recommend tour itinerary for a given city for users. Generates and sends itinerary in PDF format via email
tobiasodion/mood-analyzer
Fullstack AI-powered app that analyzes and tracks users' moods based on their journal entries.
tobiasodion/trending-movies-data-pipeline
Project involved the development of a data pipeline using airflow and python. The data pipeline ingested trending movies' and distributors' data from imdb and box office, cleansed, formatted, combined and indexed the data on elastic search. Also, a dashboard was created from the data using kibana analytics. The tools and libraries used in this project included: selenium for data ingestion, pandas for data cleansing and formatting, pyspark for data combimation, elastic search and kibana.
tobiasodion/api-design-v4-course
tobiasodion/AZ-204-DevelopingSolutionsforMicrosoftAzure
AZ-204: Developing solutions for Microsoft Azure
tobiasodion/complete-intro-to-react-v8
The Complete Intro to React, as taught by Brian Holt on Frontend Masters
tobiasodion/cs-video-courses
List of Computer Science courses with video lectures.
tobiasodion/dapr
Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.
tobiasodion/dashboard-app
tobiasodion/full-blockchain-solidity-course-js
Learn Blockchain, Solidity, and Full Stack Web3 Development with Javascript
tobiasodion/garment-factory-data-analysis
Analysis of data from a garment factory to understand how different factors of production affects cost. The project involves data cleansing, descriptive analysis, principal componenet analysis and regression analysis.
tobiasodion/iTourPlanner
iTourPlanner is a solution that recommends activities for tourists in a city based on their profile.
tobiasodion/kathalyst-git-tutorial
Repository to explore the features of git and github
tobiasodion/markdown_compiler
compiler to compile markown language to html language. It consist of a scanner in lex, an abstract syntax tree in c, a parser in yacc and a code generator.
tobiasodion/my-vite-app
Project to demonstrate deployment of static websites on Azure using Azure Storage and Azure Static Web App respectively.
tobiasodion/next-app-intro
Project to explore the Next.js framework
tobiasodion/notes
CLI-based app for managing personal notes. It utilizes a file database for persisting notes and a server for viewing the notes on the browser
tobiasodion/nugt
tobiasodion/os-stuff-practice
my take on os exercises by the book "Operating Systems Concepts 10nth Edition" of Abraham Silberschatz, Peter B. Galvin, Greg Gagne
tobiasodion/payment-gateway-api
Payment gateway API to enable merchants accept payments from customers from their websites and view the details of payments.
tobiasodion/projects
A collection of cloud project ideas for those studying for certifications
tobiasodion/RAG-Survey
tobiasodion/tip-calculator
tobiasodion/tobiasodion
GitHub Profile
tobiasodion/TwitterApp
GraphQL Tutorial - A twitter-like app that uses GraphQL and typescript to manage tweets, display tweets, tweets stats, trends and ensure proper typing over the network.
tobiasodion/unit-testing-tutorial