Data Science with Machine Learning Algorithms Expertise

Project on NLP based on customers sentiment analysis
Project on NLP based on customers sentiment analysis

Project involved building a Natural Language Processing (NLP) AI-powered model by using deep neural network architecture called Transformers to train the model.

Data Modelling Analyst
Data Scientist
ML Engineer
Python
PyTorch
TensorFlow

A prediction model on Real Estate Housing and rental price
A prediction model on Real Estate Housing and rental price

The objective of this project is to build a machine learning predictive model that will forecast housing rental prices based on specific influential factors.

Data Scientist
ML Engineer
Statistician
pandas
Python
R

Built an AI model that predicts consumers 
purchasing behavior
Built an AI model that predicts consumers purchasing behavior

The project completion involved building a machine learning model with statistical analysis that accurately predicts customers purchasing behavior.

Data Scientist
ML Engineer
Statistician
pandas
Python
scikit-learn

Project on Logistics in the aspect of Supply Chain Operations
Project on Logistics in the aspect of Supply Chain Operations

Solved logistics problems on Supply Chain Operations by applying the TSP Traveling Salesman Problem approach to identify the shortest route to a destination.

Data Scientist
Mathematician
Statistician
pandas
Python
TensorFlow

Project on Anomaly Detection using Graph Neural Networks
Project on Anomaly Detection using Graph Neural Networks

A GNN model that identifies sensor values on heterogeneous graph data and makes a link prediction to detect anomaly patterns over Graph Convolutional Network.

Data Scientist
ML Engineer
Data Analyst
Matplotlib
Python
TensorFlow

Predicting the S&P 500 and Don Jones Using Machine learning AI
Predicting the S&P 500 and Don Jones Using Machine learning AI

The project completion involved analyzing the entire S&P 500 and Don Jones Dataset using applied statistics and machine learning.

Data Scientist
ML Engineer
Data Analyst
pandas
Python
PyTorch

A project on Game Theory based on Mathematical Models
A project on Game Theory based on Mathematical Models

Involved analyzing human reactions by applying a mathematical model to study and understand human behavioral changes and interactions in response to influence.

Data Scientist
Mathematician
Statistician
Python
PyTorch
TensorFlow

Using AI and Machine learning to forecast the financial market
Using AI and Machine learning to forecast the financial market

The completed project involved building a time series machine learning model Using AI and Machine learning to forecast the financial market.

Data Scientist
ML Engineer
Statistician
pandas
Python
TensorFlow

Project on Multi-Objective Decision Analysis - TOPSIS
Project on Multi-Objective Decision Analysis - TOPSIS

A predictive model on Multi-Objective Decision Analysis that involves decision making based on multiple criteria and influential factors involved.

Data Scientist
Data Analyst
Statistician
R
TensorFlow

Built a Computer Vision object detection and tracking model
Built a Computer Vision object detection and tracking model

The project involved building a simulation prediction model using a deep neural network that mimics and learns the locomotive walking pattern of Ants.

Data Scientist
ML Engineer
Statistician
Python
PyTorch
TensorFlow

Blockchain Crypto trading bot for Solana
Blockchain Crypto trading bot for Solana

I was awarded a project contract to build a crypto trading bot that has the functionality of copying trading and executing real-time buy and sell orders.

Data Scientist
Financial Analyst
Blockchain Developer
Conda
pandas
Python

Web-based registration encryption with OTP 2-factor auth.
Web-based registration encryption with OTP 2-factor auth.

Achieved a secure web-based encryption registration user interface with OTP and 2-factor authentication integration, linked to MySQL database.

Database Administrator
Database Specialist
UI Designer
HTML5
MySQL
PHP

I built a hardware simulation App for a 7-segment LCD display
I built a hardware simulation App for a 7-segment LCD display

The practical demo for this project involved interfacing the AT89C51 microcontroller 16-bit counter with a keypad to display and output the exact key pressed.

Data Scientist
ML Engineer
Software Architect
C
C++