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Martin Alvarez

Martin Alvarez

Certified

Data Scientist

Farmu | Colombia

Technologies

My Portfolio Highlights

My New Course

Advanced Deep Learning with Keras

My New Track

Keras Toolbox

Data Scientist with a master in applied statistics, passionate about learning while creating. Experience in industries such as Pharma, BPO, Logistics, IT

My Work

Take a look at my latest work.

course

Hypothesis Testing in Python

course

MLOps Concepts

course

Marketing Analytics: Predicting Customer Churn in Python

My Certifications

These are the industry credentials that I’ve earned.

Data Scientist Associate

Data Scientist Associate

Other Certificates

Coursera Google Data Analytics

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Farmu | Mar 2023 - Present

Data Scientist

• Implemented supervised machine learning models for classification (customer churn prediction) and recommendation systems (medicine recommendation system). This has resulted in significant impact in users retention, and revenue increase. • Develop customer segmentation to identify behavior patterns and utilized multivariate statistics, including factor analysis, to uncover reasons for customer churn. • Designed ETL pipelines to perform various tasks, such as: - Removing duplicate entries in the customer database using natural language processing techniques. - Automatically generating periodic lists of high risk users for prioritizing attention, discounts, and visits. - Cleaning address duplicity by identifing similarities and proximity within locations. • Analyzed large datasets and executed complex queries using BigQuery to gain insights into medicine sales, distribution, and user retention. • Designed interactive dashboards to provide real-time visibility into operations, facilitating data-driven business decisions. • Automated performance reporting for commercial initiatives, eliminating a cumbersome manual process and enabling in-depth analysis for future initiatives. • Optimized and monetized data products to enhance laboratory sales penetration, pricing strategies, and market expansion.
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Lean Solutions Group | Jul 2022 - Sep 2022

Power BI Developer

• Develop dashboards in PowerBI to track and measure workforce productivity. • Define KPIs to track team performance/goal completion/seasonal results. • Design and implement the KPI data collection process without affecting the operations smoothness. • Get insights from operational results data to ensure job quality.

Lean Solutions Group | Jul 2021 - Jul 2022

Data Entry Specialist

• Receive and store transactional data from the logistics industry. • Submit periodical reports based on operational results for transportation carriers. • Generate alerts based on real-time information obtained from the transactions reports. • Guarantee smoothness of the operation and ensure that every delayed process must be reported in real-time.

Acer America Corp. | Apr 2020 - Apr 2021

IT Support Consultant

• Receive and process ACER computers warranty claims. • Ensure the correct functioning of all the software and hardware components of ACER customers. • Inform about Hardware component compatibilities & versions. • Diagnose and fix software-related issues.

My Education

Take a look at my formal education

Master's degree, Applied StatisticsUniversidad del Norte | 2024
Bachelor of Engineering - BE, Mechanical Engineering  · (January 2017 - JulyUniversidad del Norte | 2022

About Me

Martin Alvarez

I am a Data Professional with a background in Mechanical Engineering and currently doing a Master's in Applied Statistics. My experience in Logistics, Retail, and the BPO industries has allowed me to bring a diverse perspective to business problems.

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