MACHINE LEARNING ENGINEER

I specialize in building real-world, end-to-end machine learning and deep learning solutions. My expertise extends to applying these solutions across various domains such as image recognition, predictive modeling, natural language processing, generative AI, optimization, etc.

The purpose of this portfolio is not to provide an exhaustive list of frameworks and tools I have utilized, but rather to showcase a curated selection of projects I have completed. For everyone interested in a comprehensive catalogue of all my previous projects or tools, kindly visit my GitHub.

Proficiencies

Relevant Skills

Machine Learning

My experience spans the entire end-to-end ml lifecycle, from understanding the problem domain, data gathering and cleaning, to model development, training, tuning, and deployment.

Deep Learning

Broad understanding of various aspects of deep learning, including convolutional and recurrent neural networks, generative ai, transfer learning, natural language processing, and more.

Data Analysis

I specialize in extracting insights from complex data sets, utilizing statistical techniques and algorithms to analyze trends, make predictions, and inform decision-making processes.

Machine Learning

My Recent Projects

End to End Customer Churn Prediction using MLflow and DVC

Identifying customers who are likely to churn, allowing businesses to take proactive measures to retain them

Mohs Hardness Prediction

A comprehensive showcase of end-to-end machine learning that seamlessly integrates various real-world components including data ingestion, validation, data cleaning and transformation pipeline

Estimating the Yield of Digital Green Crop

Estimating the crop yield for farms in India with a focus on Bayesian Optimization

Employee Status Prediction (Web App)

Navigating the complexities of a highly imbalanced dataset by predicting whether an employee will be promoted or not

Bulldozers Sale Price Prediction (Web App)

A robust predictive model that excels in estimating the sale prices of bulldozers in the heavy equipment industry

Asteroid Diameter Prediction

A web app which predicts the diameters of asteroids using machine learning and astronomical data
Deep Learning

My Recent Projects

Facial Reconstruction using CGAN

Reconstructing occluded facial images of celebrities using conditional generative adversarial network

Dental Open Bite Detection

Automatically detecting the presence of dental open bite using traditional convolutional neural network (CNN) and transfer learning

Tomato Disease Detection using Convolutional Neural Networks and Explainable AI

Integrating Local Interpretable Model-agnostic Explanations (LIME) with CNN-based classifiers for an explainable detection of tomato diseases

English to Yoruba Translation using RNN

A beginner's approach to Sequence to Sequence modeling using Recurrent Neural Networks

Sentiment Analysis of Spotify Songs

Analyzing sentiment in Spotify music dataset using natural language processing techniques

T Shirt Sleeve Classification using Convolutional Neural Network

Classify whether a T-Shirt is long sleeve, short sleeve or sleeveless
Data Analysis

My Recent Projects

Analysis of Credit Card Transactions

Exploratory Data Analysis of credit card transactions: Understanding patterns, trends, and potential factors that influence legitimate and fraudulent transactions

Exploratory Data Analysis of Cargo Theft Data

Exploratory Data Analysis of Cargo Data: Uncovering effective crime prevention strategies

Exploratory Data Analysis of FIFA World Cup Data

Where the passion for football runs deep, Brazil stands tall. With the highest number of FIFA World Cup victories, they don't just play the game, they define it
CONTACT

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