Data Analyst Machine Learning

Summary:

MOHIT KUMAR GUPTA

+1-617-***-**** Boston, MA ad5wc5@r.postjobfree.com LinkedIn GitHub Data Analyst with over 5 years of experience in Database Management, Machine Learning, and Business Intelligence across Consulting, Telecom, and E-commerce sectors. Proven track record of performing data cleaning, EDA, and feature engineering for 20+ brand portfolios while providing consulting services and collaborating with cross-functional teams to understand business needs and deliver data solutions. Education:

Northeastern University Master of Science, Data Analytics Boston Jan 2022 – Dec 2023 Dr. APJAK Technical University Bachelor of Engineering Lucknow Aug 2013 – Jun 2017 Work Experience:

Data Scientist California

Match4Action (Volunteer) Mar 2023 – Present

• Projected 200% ROI within 3 years from financial model using Machine Learning for vertical garden installations in hospitals achieving 90% accuracy.

• Streamlined SQL queries to enhance data retrieval efficiency from complex datasets, leading to a 20% improvement in data analysis speed.

• Enhanced interactivity and user satisfaction by 40% through redesigning BI interfaces and integration of user feedback into a dashboard with Tableau. Data Analyst Intern Texas

OpenCloud IT Solutions Apr 2023 – Jul 2023

• Increased financial reporting efficiency by 25% through designing performant ETL processes using Snowflake and SQL.

• Developed complex data pipelines using Apache Airflow, increasing workflow management efficiency by 25%.

• Enhanced business insights by developing analytics tools in collaboration with product owners, increasing actionable metrics by 20%. Data Analyst India

RNF Technologies PVT LTD. Feb 2019 – Dec 2021

• Increased customer retention by 20% through the development of targeted product recommendations using Bayesian models and AWS SageMaker.

• Boosted marketing campaign performance by 25% by designing and implementing A/B tests to validate algorithm effectiveness.

• Developed Tableau dashboards with ad-hoc analysis and delivered presentations to stakeholders to communicate KPIs with 91% accuracy.

• Enhanced model accuracy by 30% by conducting EDA and feature engineering on customer browsing and purchasing data using SQL and Python. Data Analyst India

Concentrix Daksh Services India PVT LTD. Jan 2017 – Jan 2019

• Analyzed 1.8M users’ ML algorithms like logistic regression and decision trees for churn prediction, enabling a 10% lift in yearly retention.

• Streamlined data processing workflows by implementing optimized ETL processes, reducing load times by 25% and enhancing data reliability.

• Developed SQL stored procedures for transactional data processing which enhanced data throughput by 25%, supporting business operations.

• Reduced operational costs by 15% through the implementation of workflow automation using Airflow for data pipeline management. Projects:

Customer Segmentation Analysis Jan 2023 – Mar 2023 Boston, MA

• Increased marketing campaign effectiveness by 25% through clustering techniques and EDA to identify distinct customer segment s.

• Used K-means and hierarchical clustering methods to develop targeted marketing strategies based on customer behaviors. Predictive Maintenance for Manufacturing Equipment Sep 2023 – Dec 2023 Boston, MA

• Reduced equipment downtime by 30% using time-series analysis and machine learning models to predict equipment failures.

• Implemented predictive models using Python and AWS SageMaker, improving operational efficiency. Sales Forecasting for E-commerce Platform Sep 2022 – Dec 2022 Boston, MA

• Improved sales forecasting accuracy by 20% through the development of regression models using Python and SQL.

• Conducted EDA and feature engineering to enhance model performance and business decision-making. Skills:

Programming: SQL, Python, AWS SageMaker, Airflow, JavaScript, C++, Excel, Power BI, Tableau, Salesforce, Microsoft Office Data Visualization: Tableau, PowerBI, Alation, Datadog Data Warehousing: Snowflake, SQL, Dimensional Modeling, Star Schema, Flattened Schema Analytical Skills: Market Research, Data Collection, Data Analysis, Business Intelligence, Competitive Intelligence, Git Machine Learning: Machine Learning, Bayesian Models, Regression Models, CART Models, Deep Learning Project Management: Cross-functional Teams, Project Management, Business Intelligence Business & Marketing: Product Recommendations, Customer Retention, Marketing Data Analysis, High-Performance Models, Data Products

Contact this candidate