About Me
Hey there! I’m Mufrad, a data enthusiast with a knack for turning raw data into powerful insights. With experience in data science, data analysis, and product management, I love using AI to solve real-world challenges.
Experience
City Group
Data Scientist
Sep 2023 - Present
• Contributed towards development of a cutting-edge NLP system, empowering non-technical team members to efficiently access and query internal data resources with ease.
• Collaborated on implementation of an advanced computer vision solution, bolstering internal security measures and streamlining personnel verification procedures with state-of-the-art facial recognition technology.
• Orchestrated comprehensive data analysis initiatives and crafted dynamic dashboards tailored for critical business units, enabling data-driven decision-making and fostering actionable insights.
• Engineered and executed dynamic pricing strategies for a core business unit, leveraging data-driven approaches to optimize discounting strategies and drive enhanced sales performance and profitability.
• Played a key role the development of an innovative AI-powered system, automating key operational processes and delivering remarkable improvements in efficiency across various facets of company operations.
City Group
Data Analyst Intern
Jun 2023 - Sep 2023
• Conducted comprehensive data ETL (Extract, Transform, Load) processes to ensure data quality and consistency for both business and machine learning projects.
• Utilized advanced analytics techniques to derive actionable insights from diverse datasets, facilitating data-driven decision-making.
• Generated insightful reports and visualizations, transforming raw data into meaningful information to support strategic business objectives.
• Collaborated closely with cross-functional teams, including business stakeholders and developers, to ensure data requirements were met and projects progressed smoothly.
Bondstein Technologies Ltd.
Product Management Intern
Feb 2023 - May 2023
• Conducted regular product health checks to identify areas for improvement and ensure the overall success of the product. • Developed comprehensive user manuals and documentation to enhance the user experience and reduce customer support inquiries. • Collaborated with cross-functional teams, including developers, designers, and operations, to support sprint maintenance and ensure timely resolution of issues. • Managed timelines for products under development to ensure timely delivery and alignment with business objectives. • Maintained documentation for product feature feedback and development to ensure accurate and up-to-date information is available for all stakeholders. • Assisted in maintaining monthly reports to track product performance and identify trends for future improvements. • Conducted product quality and user experience testing to ensure the product meets the requirements and expectations of the target audience.
Education
Daffodil International University
B.Sc. in Computer Science & Engineering
2019 - 2023
CGPA 3.76
Milestone College
H.S.C.
2016 - 2017
Dhaka Board, GPA 5 (Science Group)
Projects
Bangla Sign Language Recognition
Recognition of Bangla Sign Language using Machine Learning and Mediapipe
Facial Recognition based Attendance System
Attendance management system built on PyQt5 with SQLite and OpenCV facial recognition algorithm Deep Learning Image
Image Caption Generator
Image caption generator created using the OpenCV library and Tensor Flow (Keras)
Analytics Dashboard
An analytical visualization of data from Google Analytics with Google Data Studio
Extracurricular Activity
DIU Battle of Minds 2.0
Team Mentor
02/2020
Daffodil International University
Dhaka, Bangladesh
Achievements/Tasks
- Speech Presentation Grooming
- Appearance Grooming
- Video Content Editing
Certificates
Google Data Analytics Specialization
Completed the Foundations: Data, Data, Everywhere, Ask Questions to Make Data-Driven Decisions, Prepare Data for Exploration, Process Data from Dirty to Clean, Analyze Data to Answer Questions, Share Data Through the Art of Visualization, Data Analysis with R Programming, and Google Data Analytics Capstone: Complete a Case Study courses from Google Data Analytics Professional Certificate
6th World Conference on Smart Trends in Systems, Security, and Sustainability (2022)
Digitally presented a paper titled Impact Prediction of Online Education during COVID-19 using Machine Learning: A Case Study
University of South Dakota's first AI Symposium (2021)
Participated in USD’s first three-day Artificial Intelligence Symposium
DIU Battle of Minds 2.0 (2020)
Member of the mentor team in the business idea pitch competition
DIU TAKE OFF Programming Contest (2019)
Achieved 9th position in the problem solving contest among 250+ participants
The International Collegiate Programming Contest (2019)
Participated in Regional Contest in the ICPC
Skills
Python Java C SQL Machine Learning Deep Learning Computer Vision Google Data Studio Data Analytics Data Visualization Collaborative Tasks G Suite MS Office Leadership
Languages
English
Native or Bilingual Proficiency
Bangla
Native or Bilingual Proficiency
A Little More About Me
Alongside my interests in data science and machine learning some of my other interests and hobbies are:
- Gaming
- Live Game Streaming
- Football