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Work Background
National University of SingaporeAdministrative Assistant
May. 2025Singapore- Provide administrative support and maintain the EHS360 IT system.
- Generate accurate reports from survey data.
- Manage inventory logs and organize records for workflow efficiency.
WNSData Analyst Intern
Jun. 2024 - Sep. 2024Kolkata, West Bengal, India- Developed a sophisticated graph-based clothing recommendation system using Python, NetworkX, and machine learning techniques, capable of processing and analyzing over 90,000 unique items with their complex metadata and relationships. - Implemented advanced algorithms for outfit generation and diversity enhancement, combining graph theory, cosine similarity, and custom heuristics to ensure varied and relevant recommendations. - Designed and built a scalable and modular codebase integrating various Python libraries (NumPy, Pandas, Scikit-learn) for efficient data manipulation, feature extraction, and similarity calculations, while implementing robust error handling for missing or inconsistent data. - Gained extensive experience in recommendation system development, including data preprocessing, graph database management, algorithm optimization, and evaluation using metrics such as precision, recall, and diversity scores. - Demonstrated proficiency in solving complex e-commerce and fashion tech challenges, balancing computational efficiency with recommendation quality, and creating a user-friendly interface to showcase the system's capabilities.
National University of SingaporeMobile Application Developer (Orbital)
May. 2023 - Aug. 2023Singapore- Utilised Flutter for cross-platform application development and Firebase for real-time data storage and user authentication.
- Linked frontend designs with Firebase, allowing for seamless data collection, real-time updates, and robust user management.
- Gathered and consolidated user feedback, refining application functionalities for optimized performance and usability.
Videonetics Technology Pvt Ltd.Web Developer
Mar. 2022 - May. 2022Kolkata, West Bengal, India- Learnt how to deploy a web application with the help of JavaScript and Python - Integrated the back and front end of the application with ReactJS and Flask
Vyana Advisory Pvt LtdMutual Fund Analyst
Aug. 2021 - Sep. 2021Kolkata, West Bengal, India- Gathered data about certain stocks to conduct in - depth analysis of each stock to study how it reacts to market conditions. Selected certain company IPOs to watch closely and predict a ROI for a client’s portfolio.
- Gained an insight into how the operations of leveraging software to select stocks is crucial while allocating funds.
- Studied the various factors affecting the performance of a company in a given period of the annual financial timeline.
FORCE POWER INFOTECH PRIVATE LIMITEDApplication Developer
May. 2021 - Oct. 2021Kolkata, West Bengal, India- Created and deployed a workable prototype design to the development team for the functionality of an iOS application with the help of Figma. Analysed multiple options to achieve the smoothest transitions for user interface.
- Designed and integrated the functionalities of the application and the layout of the mockup in Swift to build some parts of a basic iOS application for a covid rapid antigen kits.
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