Projects

Stuffs I've Worked On

LLM-Deployment-Config (Multiple)

September 2023
FastAPI microservice to show config parameters' usage for LLMs and serves as an interface for generating text using two different language models: a GPT-2 model and a LLaMA model.
Tools: Generative AI, LLaMA, GPT-2, Python, TensorFlow, FastAPI, GCP

The application provides two endpoints (/gpt2_model and /llama_model) that allow users to input prompts and obtain generated text based on those prompts using the respective models. Both models employ the XLA (Accelerated Linear Algebra) acceleration function to enhance the speed and efficiency of the text generation process.

see project

AI-Enhanced VIN Recognition

November 2022
Enhanced VIN Recognition for Accelerated Car Insurance On-boarding
Tools: ML, Python, TensorFlow, FastAPI, GCP

Enhanced vehicle onboarding and vehicle price prediction API that helps to accelerate processing, save time and resources, and improve customer experience

see project use free API

Nuke-with-Airflow

September 2022
Using Airflow DAGs to automate data ingestion from a source DB into BigQuery
Tools: Apache Airflow, BigQuery, Python, GCP

My work on using Airflow DAGs to automate data ingestion from a source DB into BigQuery

see project

Valuate Used Car Prices

April 2020
Used Cars' Prices Prediction (Multiple Linear Regression with TensorFlow)
Tools: Python, TensorFlow, Flask

Youโ€™ve got a used car youโ€™d like to sell. You know the acquired price, but how do you measure how much a fair sale price would be based on how much it has been used? I built a simple ML-powered site to help suggest near-perfect used car prices.

see project use free API

Predicting Local (Nigerian) Rice Diseases

February 2020
Solving a local agricultural problem with Computer Vision
Tools: Python, TensorFlowJS, Google Cloud AutoML, Flask

The problem was about how we’d improve Nigeria’s rice production to meet the rapidly growing comsumption rate. Leveraging Gogle Cloud AutoML and TensorFlowJS, we built a machine learning model to that helps to visually classify images of rice disease of five most local common kinds.

see project

Mobile Facial Detector

January 2020
Human face detection for Fin-tech KYC validation
Tools: Java (Android), Mobile Vision API

Android implementation of Computer Vision to validate human faces, as well as count how many.

see project

Sentiment Analysis of Cowrywise Roundup Strategy 2019

December 2019
Data Analysis and Sentiment of Twitter API data regarding Cowrywise's Roundup Strategy in 2019
Tools: Python

Iโ€™d been curious as to how much the #CowrywiseRoundUp strategy had increased engagement on twitter, in comparison to their other trends and activities before then (January 2019 - November 2019), and perhaps be able to predict how 2020 might look like for them. So, I spent the final days of 2019 scrapping all Cowrywiseโ€™s tweets from January through December in 2019, taking special consideration for such high trending hashtagged tweets as #CowrywiseRoundUp, #SimplifiedbyCowrywise, and #Cowrywise itself, and then analysing.

see project

SmartCam โ€” Cassava

October 2019
Computer Vision empowered mobile application that identifies cassava diseases. This solution won the CodeNaija Hackathon (organized by Github & Andela) First Prize.
Tools: TensorFlow Lite, Google Cloud AutoML, Java (Android)

Offline-working Android application built that uses ML to help cassava farmers detect early cassava disease infestation and proffer preventive practices. It scans cassava leaves and is able to identify 6 different types of cassava diseases.

see project

MoveTracr (Android Location Tracking App)

February 2019
MoveTracr allows one to keep track of thier mobile device movement.
Tools: Java (Android), Google Maps API, Room Presistence Library

Built an Android Tracker application utilizing Google Maps API and the Android Room Persistence library.

see project

Finding Circumferences with TensorFlow

January 2019
Made a tutorial about First Steps with TensorFLow
Tools: Python, TensorFlow

Toodoo (OCR Tasks app)

November 2017
OCR-empowered tasks & todo app
Tools: Java (Android), Google OCR API, Google Speech Recognizer API, Firebase Authentication, Firebase Database

Firebase-empowered tasks app with Machine Learning capabilities. Recognizes text via camera and adding them as Tasks. Also uses speech recognition.

see project