Aspiring Data Analyst - Data Science MS Candidate

Amanoth Haider Mehedhy

Entry Level Data Analyst

+1-678-***-**** *************@*****.*** Queens, New York LinkedIn PROFESSIONAL SUMMARY .

Detail-oriented Data Science master’s student with hands-on experience in data analysis, machine learning, SQL, and business intelligence. Proven ability to clean, analyze, and model large datasets to generate actionable insights. Experienced in Python, R, SQL, Tableau, Power BI, and database optimization. Strong foundation in predictive modeling, statistical analysis, and end-to-end data solutions. Seeking an entry-level Data Analyst role to support data-driven decision-making.

PROFESSIONAL EXPERIENCE .

Deshi IT Dhaka, Bangladesh

Intern Software Developer 01/2022 - 01/2024

• Developed and debugged Android app interfaces using Python in Android Studio, cutting crash reports 40% and boosting UX stability.

• Partnered in an Agile squad to roll out new features bi-weekly, slashing bug turnaround time by 30% via proactive Logcat monitoring. Jaago Foundation Dhaka, Bangladesh

Data Analyst 01/2021 - 01/2022

• Analyzed applicant datasets for a biomedical charity using randomForest and ggplot2 in R, improving classification accuracy by 90%, accelerating aid delivery by 50%.

• Designed and optimized a MySQL storage schema that cut query times by 60% supporting real-time data-driven decisions, ensuring seniors got support faster.

Synergy IT Services Ltd Dhaka, Bangladesh

Technology Strategy Analyst and IT 01/2017 - 01/2019

• Supported IT advisory services by analyzing technology market trends and evaluating new solutions to inform client IT investment decisions through analyzing market trends, investment flows, and technology adoption rates.

• Delivered end-to-end IT support (hardware/software), maintaining 95% system uptime across internal teams. EDUCATION .

Hofstra University Master’s in Data Science

GPA: 3.18, 01/2024 –12/2025 Hempstead, NY, USA

Relevant Coursework: Data Science, Data Warehousing, Probability & Statistical Infer, Machine Learning, Data Mining for Bus Analytics, Comp matrix algebra and Applications, Software Project Management, Nonlinear Optimization, Database Design Chongqing University of Post and Telecommunication (CQUPT) Bachelor’s in Computer Science & Technology GPA: 75%, 08/2019 – 08/2023 Nan ‘An, Chongqing, China Relevant Coursework: Data Structures and Algorithms, Object-Oriented Programming, Database Management Systems, Operating Systems, Software Engineering, Web Development, Artificial Intelligence, Machine Learning. TECHNICAL SKILLS .

Programming Languages: Python, JavaScript, C++, SQL, HTML5, CSS3, R Frontend Development: React, JSX, TailwindCSS, Component-based Architecture, State Management, Responsive Design, UI/UX Design Backend & Cloud: Firebase, Firestore, Cloud Functions, RESTful APIs, Google Cloud Platform, Authentication, Cloud Storage Data Science & ML: Data Mining, Predictive Analytics, Data Modeling, Statistical Inference, Data Classification, Ensemble Methods, Unsupervised Learning, Growth analysis,

Data Analysis & Visualization: Pandas, NumPy, Tableau, Power BI, Excel, SQLAlchemy Databases: MySQL, PostgreSQL, Firestore

AI/ML Tools: Google Gemini API, Few-Shot Learning, Prompt Engineering, Natural Language Processing, scikit-learn, Random Forest, KMeans, AI tools for efficiency

Development Tools: Git, GitHub, npm/yarn, VS Code, Chrome DevTools, Firebase CLI, Android Studio, RStudio Methodologies: Agile Development, Test-Driven Development (TDD), CI/CD Concepts, Version Control Additional Skills: Problem Solving, Debugging, Code Review, Documentation, Performance Optimization, Data Security, Market research Operating Systems: Windows, Linux Applications: Microsoft Office Suite (Word, PowerPoint, Excel), Adobe Creative Suite PROJECTS .

AI-Powered Job Application Assistant Hofstra University

• Built a web application using React, Firebase, and Google Gemini API to analyze resumes, extract skills, and generate tailored cover letters.

• Reduced job application preparation time by 60% through automated resume parsing and skill matching.

• Implemented few-shot learning to improve model performance by 40% using continuous user feedback. Design and implementations of Web based house leasing program Application CQUPT

• Designed and developed a full-stack web application to analyze rental trends and optimize property listings.

• Reduced average user search time by 80% through data-driven UI improvements. Impact of Remote Work on Mental Health Hofstra University

• Analyzed survey datasets using Random Forest, Gradient Boosting & K-Means clustering to identify mental health patterns in remote teams.

• Built Tableau dashboards to present insights that informed university wellness initiatives. LEADERSHIP, AWARDS & LANGUAGES .

• Bengali Student Community (CQUPT)- President-2020

• 6th Place, University-wide Debugging Challenge (CQUPT)

• Languages: English (Fluent - IELTS: 7), Bengali (Native), Chinese (Conversational - HSK2), Hindi (Conversational) WORK AUTHORIZATION .

F-1 OPT STEM eligible (up to 3 years work authorization). No sponsorship required during OPT/STEM OPT.

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