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Comparing-ML-Classifiers-Accuracy-for-Diagnosing-Melanoma
July 28, 2022 – July 28, 2022
This project focuses on comparing the performance of different Machine Learning Classifiers like Logistic Regression, Decision Tree, Support Vector Machine, Neural Network (MLPClassifier) and Random Forest in diagnosing Melanoma accurately in patients from an existing dataset.
View ProjectTic-Tac-Toe
March 7, 2022 – March 21, 2022
A full-stack REST API application for a game of tic tac toe.
View ProjectPassword-Manager
February 10, 2022 – February 22, 2022
A REST API application for saving web credentials of users for different websites made with Spring Boot and Vue.js framework, with MongoDB NoSQL as its database.
View ProjectPokedex
February 3, 2022 – February 10, 2022
This is a pet project made with Spring Boot. The Pokedex is a REST API application made for storing and retrieving data on Pokemon.
View ProjectA-Variation-of-Simplex-Algorithm
October 7, 2021 – November 19, 2021
A modification of the simplex algorithm where we start from a vertex, which is on the hyperplanes, whose normals create minimal angle with the objective function gradient.
View ProjectCrime-Mapping-Dhaka
July 6, 2021 – September 14, 2022
A website having the features where users will be able to post information about criminal incidents that occurred to them and comment on them anonymously. Users can also use searching and sorting filters to find preferred posts, if any.
View ProjectAuto-Customer-Limiting-Door-Lock-System
February 3, 2021 – February 3, 2021
A software simulation of a hardware project which ensures social distancing in shops by limiting the number of customers allowed inside and ensuring sick customers are served separately.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a broad range of interests, including full-stack development (Java, Vue), mobile development (Android), and some exposure to machine learning and optimization. While there are projects related to Python and ML, the overall portfolio is heavily skewed towards general software development rather than a focused Data Scientist profile. This indicates a potential misalignment with a dedicated Data Scientist role, suggesting a need for more specialized experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.