Mehul Upase

POEM Incubators Pvt. Ltd (Dubai

Data Scientist

June 29, 2026 – Present

OpenCareers

May 18, 2026 – Present

An AI that finds & applies jobs for you, so that you land your dream job while doing your hustle. This system uses OpenRouter API

Human-Trafficking-Detection-An-Integrated-Pipeline-Utilizing-NLP-GNN-GIS

June 15, 2025 – Present

This repository hosts the code, models, and documentation for the Master’s Thesis Project titled: “AI-Powered End-to-End Pipeline for Spatio-Temporal Analysis of Human Trafficking Networks Using Victim Testimonies”

Covid-19-Forecasting-using-AutoML-based-on-Adaptive-Drift-Detection-with-ADWIN-and-DDM

January 29, 2025 – February 3, 2025

This project implements an AutoML-driven adaptive drift detection framework for COVID-19 forecasting, leveraging ADWIN & DDM to dynamically adjust models in response to concept drift. It enhances predictive accuracy by intelligently retraining models, ensuring robust time-series forecasting under evolving data conditions.

GeoSpatial-data-analysis-UN-SDGs-Ethiopia-and-Congo

January 20, 2025 – January 20, 2025

This project analyzes spatial data for SDGs 1 (No Poverty) and 2 (Zero Hunger) in Ethiopia and DRC. It examines the correlation between employment rates and poverty, and tracks changes in undernourishment from 2010-2020. Using Moran's plots and choropleth maps, the project visualizes and interprets regional disparities

Generative-Models-and-Sequence-to-Sequence-Modeling-with-GANs-VAEs-and-RNNs

January 13, 2025 – January 13, 2025

This project focuses on implementing Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Convolutional Autoencoders (CAEs) for image generation and reconstruction tasks. Additionally, RNNs are used for sequence modeling in a sequence-to-sequence problem, such as learning arithmetic operations from text and image data

Neural-net-for-Handwritten-Digit-Recognition-Classification-and-XOR-Problem

January 13, 2025 – January 13, 2025

This project implements Random Forest models for classification and regression tasks on the MNIST dataset (digit classification) and XOR problem. It includes dimensionality reduction, nearest mean classification, KNN, multi-class perceptron, and neural network implementations from scratch.

Data-Analytics-With-Matrix-Vector-Calculations-Linear-Regression

August 1, 2020 – August 1, 2020

This Repository Contains Various Dynamic-Data-Driven Functions to do various Calculations for Data Processing & also Vector-Based Calculations Based on Matrix, with all this a Algorithm For Linear Regression

Fibonacci-numbers-mod-Pisano-series

June 1, 2020 – June 1, 2020

Code to Calculate modulus of any Fibonacci numbers using the concept of Pisano Series

Fibonacci-Series-Using-Matrix-Exponentiation

May 31, 2020 – July 5, 2020

I'm Providing the code for Fibonacci Series Using Matrix Exponentiation

ERP-SYSTEM-WITH-CLOUD-DATABASE

March 28, 2020 – March 28, 2020

This Project is basically for the college resource management which will take the data as input and will upload all of the data to a remote secure cloud based database written from scratch to top in C++20