Data Analyst

Habib Ullah Baig

413-***-**** **********@*****.*** linkedin.com/in/mhb github.com/baighabib

Education

University of Massachusetts Amherst Isenberg School of Management Amherst, MA Master of Science (M.Sc.) in Business Analytics Jun 2023 – Feb 2025

• Data Analytics Track - Cumulative GPA: 4.0/4.0

• Relevant Coursework: Data Management, Data Mining, Business Intelligence & Analytics, Business Statistics NED University of Engineering and Technology Karachi, Pakistan Bachelor of Engineering (B.E) in Electrical Engineering Dec 2016 – Oct 2020 Experience

American Specialty Designs Granby, MA

Data Analyst Intern Aug 2024 – Jan 2025

• Spearheaded the development of an ETL data framework with integrated validation checks, using SQL and Power BI to correct erroneous attribute values in design materials, cutting the inventory error rate from 3.4% to 0.2%

• Designed interactive dashboard in Tableau to highlight key metrics utilized by the executive committee; facilitated a 25% increase in informed decisions based on comprehensive analysis of historical trends within one quarter

• Identified process optimization strategies to enhance efficiency and cost-effectiveness in data analysis and reporting

• Utilized Advanced Excel and Python for quantitative data extraction, cleaning, and analysis, providing insights Flux Energy Pvt. Ltd Karachi, Pakistan

Data Analyst II Jan 2022 – May 2023

• Led VoC initiative, using Power BI to boost daily responses from 40 to over 100. Achieved 4% increase in customer satisfaction KPI scores through actionable insights, enhancing organization-wide decision-making

• Applied ensemble machine learning models such as Random Forest and XGBoost to 3PL package data to assess various factors impacting the delivery success rates and lead times, resulting in a 2% increase in the overall success rate

• Generated monthly energy consumption reports, offering recommendations that improved resource allocation and contributed to a noteworthy 10% increase in overall efficiency optimizing the roadmap for future sprints

• Established comprehensive data governance and documentation protocols for renewable energy management infrastructure, ensuring data security, privacy, integrity, quality, and compliance with ISO-27001 standards

• Communicated with business leadership and cross-functional stakeholders to establish the logic for KPIs, subsequently built a Tableau dashboard with SQL calculated fields to monitor and visualize the key metrics Data Analyst I Dec 2020 – Dec 2021

• Managed real-time data collection, cleansing, manipulation, analysis, and visualization while applying reproducibility, scalability, automation, adaptability, resilience, reliability, and storytelling to enhance data quality and results

• Performed comprehensive quality control (QC) checks on data pipelines, ensuring 100% data integrity

• Collaborated with cross-functional teams to gather and analyze sensor data from machinery, identifying patterns and anomalies to schedule maintenance, ultimately reducing equipment downtime by 20% Projects

Dockerized Reddit Sentiment Analysis Dashboard Python, Streamlit, Docker, PostgreSQL

• Collected and analyzed 10,000+ Reddit posts using PRAW, performed sentiment analysis with TextBlob, and visualized insights through a fully dockerized Streamlit dashboard Loan Eligibility Prediction Python, Scikit-learn

• Developed a predictive model for loan eligibility, achieving 86% accuracy with Logistic Regression and 79% accuracy with Decision Trees, while maintaining 85% precision in classifying eligible customers SalarScope: Unveiling Factors Influencing Professional Earnings Tableau

• Formulated 5 research questions leveraging data wrangling techniques to extract and preprocess a raw dataset, creating an interactive dashboard revealing key insights and correlations impacting professional earnings Technical Skills & Certifications

Programming Languages: Python (Matplotlib, Seaborn, Pandas, NumPy, NLTK, Scikit-learn, TensorFlow, PySpark), SQL (MySQL, PostgreSQL), R (ggplot2, plotly), C++

Tools: MS Excel, MS PowerBI, MS Access, MS Project, Tableau, Jupyter, Google Colab, Jira, Alteryx designer Project Management Methodologies: Agile, Lean, Six Sigma Certification: IBM Data Science Microsoft PowerBI Data Analyst

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