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University of Helsinki (Msc on going) Daffodil International University
Data Scientist
June 28, 2026 – Present
Financial-Fraud-Detection-Analysis
June 22, 2025 – July 10, 2025
identify fraudulent financial transactions using key behavioral patterns in transaction data. It includes comprehensive data preprocessing, model training using scikit-learn, and a Streamlit web app that allows users to input transaction details and receive instant fraud predictions.
View Projectsustainable-living
March 1, 2025 – September 8, 2025
A machine learning-powered tool for predicting residential energy efficiency. It helps optimize building designs by estimating heating and cooling loads before construction, promoting sustainable living.
View Projectcrops-image-recognition
February 21, 2025 – February 22, 2025
This project utilizes deep learning to classify images of various agricultural crops. It leverages the ResNet50 architecture as a pre-trained feature extractor and builds a custom classifier on top to identify 30 different crop types. Additionally, a Streamlit-based web application allows users to upload images and receive crop predictions.
View ProjectMoney-Manager-v1.0.0
June 22, 2022 – June 23, 2022
Managing money is a very complex and important task. Not being able to manage money properly can easily lead to waste. The main purpose of this application is to consider a user's money management, to keep track of how much money a user has earned in his daily life and how much money he has spent in any given day. The main purpose of this application is that a user can easily get rid of stress.
View Projecttodo-app-springboot-v1.2
December 11, 2021 – December 12, 2021
CRUD Simple Todo Application. Spring Boot and Spring JDBC
View ProjectFace-Mask-Detection
August 17, 2021 – August 18, 2021
The number of coronavirus infections in our country is constantly increasing. It is essential to read mask to prevent coronavirus attacks. The purpose of this project is to have a system that will be controlled by the camera and if the person's face is displayed on the camera, the door will open for him/her if he is wearing Max. In this case, we can reduce the corona virus infection by reading mask.
View ProjectJavaQz-v1.0
April 9, 2021 – April 20, 2022
We are going to create a web application through which a user can take a quiz on Java online and verify himself. It will work as like a mock test before a test.
View ProjectSnake-Game-v-0.9
December 4, 2020 – April 23, 2025
This game is still being updated. This is the beta version of the game. Possible Final release December second Week.
View ProjectSTC-Assist-v1.7
December 3, 2020 – January 4, 2025
Our application will basically handle all the work of an organization. Where all the information of the organization will be given, social link will be given. Its next day's event and all its events will be shown. There will also be login option, the first admin login where the admin will login with his code. People registered by admin can login using other login options. Here will be the introduction of the members of the organization.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a diverse range of interests, from mobile development (Dart, Swift, Kotlin) and web development (Java, HTML, CSS) to data science and machine learning. This breadth suggests adaptability and a willingness to explore different domains. However, the target role is 'Data Scientist', and while several projects align, the overall portfolio is quite broad for a senior-level specialist role. The 'experienceLevel' is 0, which contradicts the 'Data Scientist' role listed under experience, suggesting a potential mismatch or entry-level status. The projects are all personal, indicating self-motivation but lacking team collaboration experience.
Soft Skills & Operational Fit
The provided data is insufficient to assess soft skills or operational fit. Project descriptions indicate an interest in problem-solving and practical application of technical skills.