Pinned Repositories
Adbot-Forecasting-Challenge
The objective of this challenge is to accurately predict the number of clicks a client’s ad receives, one and two weeks into the future (in digital marketing, clicks refer to when someone views the advert and follows one of the hyperlinks in that advert).
AI-Product-Sizing-and-Quotation
AI Product Sizing and Quotation Backend System
AIntuition-Retrieval-Optimization-Challenge
Second position AIntuition Hackathon organized by Zindi in partnership with ITU
ANPR-Streamlit
Automatic Number Plate Recognition Streamlit application
Baseline-RAG-vs-Optimized-RAG-vs-Knowledge-Graph-RAG-evaluation-using-TruLens
This repository contains a series of Jupyter notebooks that compare the performance of three different Retrieval Augmented Generation (RAG) systems: baseline RAG, optimized RAG using hybrid search with contextual compression, and knowledge graph-based RAG.
Malawi-TG-IDSR
Solution for Malawi LLM Challenge hosted on Zindi platform
Number_Plate_Recognition
Building a number plate recognition system with an SVM Classifier and a Multi-Layer Perceptron using OpenCV C++
Swahili-ASR
This repository contains the code for fine-tuning the XLS-R Wav2Vec2 model for Swahili Automatic Speech Recognition.
Unifi_Value_Frameworks_PDF_Lifting_Competition
Solution for the UNIFI Value Frameworks PDF Lifting Competition on Zindi platform.
Yatsa-Analytics
YatsaApp is a car tracking solution that provides real-time GPS tracking and monitoring services for vehicles. This dashboard offers valuable insights derived from the data gathered from the Yatsa fleet of vehicles
Ronnie-Leon76's Repositories
Ronnie-Leon76/Baseline-RAG-vs-Optimized-RAG-vs-Knowledge-Graph-RAG-evaluation-using-TruLens
This repository contains a series of Jupyter notebooks that compare the performance of three different Retrieval Augmented Generation (RAG) systems: baseline RAG, optimized RAG using hybrid search with contextual compression, and knowledge graph-based RAG.
Ronnie-Leon76/Malawi-TG-IDSR
Solution for Malawi LLM Challenge hosted on Zindi platform
Ronnie-Leon76/Number_Plate_Recognition
Building a number plate recognition system with an SVM Classifier and a Multi-Layer Perceptron using OpenCV C++
Ronnie-Leon76/ANPR-Streamlit
Automatic Number Plate Recognition Streamlit application
Ronnie-Leon76/Unifi_Value_Frameworks_PDF_Lifting_Competition
Solution for the UNIFI Value Frameworks PDF Lifting Competition on Zindi platform.
Ronnie-Leon76/Adbot-Forecasting-Challenge
The objective of this challenge is to accurately predict the number of clicks a client’s ad receives, one and two weeks into the future (in digital marketing, clicks refer to when someone views the advert and follows one of the hyperlinks in that advert).
Ronnie-Leon76/AIntuition-Retrieval-Optimization-Challenge
Second position AIntuition Hackathon organized by Zindi in partnership with ITU
Ronnie-Leon76/Swahili-ASR
This repository contains the code for fine-tuning the XLS-R Wav2Vec2 model for Swahili Automatic Speech Recognition.
Ronnie-Leon76/Kenyan-license-plate-detection
Building a neural network to detect characters from license plates of Kenyan vehicles.
Ronnie-Leon76/Yatsa-Analytics
YatsaApp is a car tracking solution that provides real-time GPS tracking and monitoring services for vehicles. This dashboard offers valuable insights derived from the data gathered from the Yatsa fleet of vehicles
Ronnie-Leon76/bike_sharing_demand_predictor
Project bike sharing predictor
Ronnie-Leon76/caMicroscope
Digital pathology image viewer with support for human/machine generated annotations and markups.
Ronnie-Leon76/carpitan
Power to the People
Ronnie-Leon76/Credit-Scoring-System-for-SMEs
Credit scoring system for small-micro-enterprises
Ronnie-Leon76/data-privacy-pres
A repo that takes you through some principles about data privacy based on the Kenya Data Protection Act and General Data Protection Regulation. Useful for a data person.
Ronnie-Leon76/data-version-control
Ronnie-Leon76/data-version-ctrl
Data version control with Makefile and DVC
Ronnie-Leon76/DECISION-2027
Public tallying system, by developers for the people
Ronnie-Leon76/Dialogue-Summarization-and-Detoxification-Flan-T5
Implementation of a dialogue summarization using Flan-T5 with detoxification(facebook/roberta-hate-speech-dynabench-r4-target)
Ronnie-Leon76/docindex
⚡️Framework for fast persistent storage of multiple document embeddings and metadata into Pinecone for production-level RAG.
Ronnie-Leon76/Dyula-French-Neural-Machine-Translation
Developing a neural machine translation model for a low-resource language Dyula to French
Ronnie-Leon76/fastbook
The fastai book, published as Jupyter Notebooks
Ronnie-Leon76/MojoMastery
Documenting my journey learning Mojo
Ronnie-Leon76/Ronnie-Leon76
Ronnie-Leon76/Specializing-LLMs-for-Telecom
Specializing LLMs for Telecom Networks
Ronnie-Leon76/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Ronnie-Leon76/teaching_data_collection
Learn how to data collection putting a couple of things into consideration
Ronnie-Leon76/Text-to-synthetic-chest-X-ray-images
Fine-tuning Stable Diffusion XL for a text-to-image model that takes radiological description of various respiratory ailments and returns synthetic chest X-ray images
Ronnie-Leon76/unsloth
5X faster 60% less memory QLoRA finetuning
Ronnie-Leon76/zindi-melio-mlops-machine-translation-challenge
General Announcements and Issue Tracking for https://zindi.africa/competitions/melio-mlops-competition