Skills: The Tools in My Arsenal
After diving into who I am, let's get into the business: what can I actually do? Built on a strong foundation of academic rigor and hands-on experience, my skill sets are diverse, versatile and adaptable.
About Me: A Lifelong Passion for Problem Solving
From a young age, I’ve been fascinated by mathematics and how things work. This curiosity naturally led me into the field of engineering, with a focus on mechanics. However, it was when I discovered the blend of programming, statistics, and business solutions that my true passion emerged. Now, I’m fortunate to dedicate myself to what I love most: Data Science and Business Intelligence applied to industry. I’m a firm believer in the power of teamwork and the importance of communication to achieve goals effectively. My guiding principles in life? Curiosity to find simple solutions for complex problems, and perseverance to reach my goals.
Turning Curiosity Into Impactful Solutions
My approach to problem-solving is rooted in simplifying the complex. I break down intricate challenges into manageable, actionable steps to create efficient and practical solutions. Whether I’m analyzing data, developing business insights, or building machine learning models, I focus on clarity and communication to ensure results that drive impact. I believe that by staying curious and working collaboratively, we can tackle even the most complicated issues with straightforward, effective solutions.
- Phone: +51 915-077-667
- Degree: Postgraduate in Analytics for Business
- Country: Peru
- Resume: Edwin Santos Vidal
- Email: edwin.santos@pucp.pe
You may be wondering: what drives my passion for turning curiosity into solutions and simplifying complex challenges? It’s straightforward — for me, data science and business intelligence are more than just tools; they’re ways to create meaningful impact. I thrive on teamwork, clear communication, and a relentless pursuit of understanding. These values guide me in every project, ensuring that each challenge becomes an opportunity to learn and grow.
Curriculum Vitae: Crafting Success Brick by Brick
Step by step, line by line, my CV narrates the journey of expertise and accomplishment. Each piece is like a brick carefully placed to build the story of my career.
Education
Graduate Certificate on Analytics for Business Decision Making
August 2023 - April 2024
Mohawk College, Hamilton, ON, Canada
Relevant Coursework: Applied Machine Learning, CRISP-DM, Data Mining, Web development, Introduction to Statistics, Advanced Database Concepts, Applied Algorithms
Activities:
- Winner of Higher Education Analytics Data Competition (2024) (1st place among 80 groups from different Ontario Colleges)
- Graduated with honours - 94.2% GPA
Diploma in Business Analytics
March 2021 - July 2021
Pontificia Universidad Católica del Perú, Lima, Peru
Relevant Coursework: Power Apps Development, Predictive Analytics, SQL Database Management, Data Visualization with Power BI
Key Projects:
- Developed a predictive model for house pricing using machine learning algorithms, enhancing accuracy by 20% compared to baseline models.
- Created a fully functional maintenance app in Power Apps, streamlining asset management and reducing downtime by 15%.
Bachelor of Mechanical Engineering
August 2012 - July 2020
Pontificia Universidad Católica del Perú, Lima, Peru
Relevant Coursework: Applied Calculus, Applied Statistics, Advanced Physics
Key Activities:
- Served as a research assistant on a project simulating 3D printing mechanics, contributing to innovative mathematical models for additive manufacturing.
- Assisted in teaching a core mechanics course for engineering students, supporting over 100 students in understanding complex mechanical systems.
Professional Experience
Business Analyst
July 2023 - Present
CQ Fluency, New Jersey, United States (Remote)
- Developed Python automation solutions using Pandas, MySQL, and NumPy to streamline business operations, resulting in a 25% reduction in manual tasks.
- Designed and maintained Power BI dashboards, improving access to data and reducing time spent on data acquisition for stakeholders by 35%.
- Implemented Power Automate workflows, optimizing project hours tracking and boosting team productivity by 20%.
- Collaborated with stakeholders to gather requirements, present data-driven solutions, and enhance decision-making processes.
Business Intelligence Engineer
April 2022 - August 2023
Valia, Delaware, United States (Remote)
- Developed over 60 data visualization reports in Looker Studio, providing key insights for decision-making processes across departments.
- Led data integration and transformation initiatives using PostgreSQL and BigQuery, enhancing data flow efficiency by 40%.
- Implemented and optimized the integration of Large Language Models (LLMs), significantly improving user experiences through interactive tools like Valia's Copilot.
- Leveraged Python and APIs to automate processes and create detailed marketing reports, optimizing operational efficiency by 30%.
Product Analyst
October 2021 - April 2022
Ove Decors, Montreal, QC, Canada (Remote)
- Developed Power BI dashboards by extracting data from MySQL, enhancing data accessibility for stakeholders.
- Implemented an OCR-based automation solution in Power Automate, reducing invoice processing time by 95%.
- Conducted market research through web scraping from platforms like Amazon and Overstock, contributing to competitive pricing strategies.
- Performed detailed sales and product performance analysis in Excel, enabling data-driven decision-making for product management.
Programming Languages: The Syntax of Solutions
- Python
- R
- SQL (MS SQL, MySQL, PostgreSQL)
- HTML
- CSS
- Javascript
- DAX
From Python to R to SQL, each language I've mastered is like a different brush stroke in my data artistry. But how does syntax turn into solutions? Keep scrolling.
Modeling Techniques: Algorithms as Allies
- Supervised Learning
- Unsupervised Learning
- Machine Learning
- Deep Learning
- Natural Language Processing
- Large Language Modeling (LLMs)**
- Time Series Analysis
- Generative Modeling (GenAI)**
- Regression Analysis
- Transfer Learning
- Hyperparameter Tuning
- Model Performance Evaluation
**I am currently working on LLMs and GenAI projects/applications.
Imagine a toolbox where each algorithm is a tool fine-tuned for specific challenges. What's my go-to tool for uncharted territory? Read on.
Statistics, Data Analytics and Visualizations: Decoding the Patterns
- Descriptive Statistics
- Data Extraction (Web Scraping)
- Data Cleaning and Validation
- Statistical Distributions
- Feature Engineering
- A/B Testing
- Generalized Linear Models
- Parametric/Non-Parametric Models
- Inferential Statistics
- Hypothesis Testing
- Analysis of Variance (ANOVA)
- Microsoft Excel
- PowerBI
- Tableau
- IBM SPSS
Data analytics is where the real magic happens, where numbers transform into insights. But how do I safeguard against statistical fallacies? You'll find out soon.
Awards: The Milestones
While the journey is as important as the destination, sometimes the milestones along the way deserve a spotlight. From scholarly accolades to professional triumphs, these are not just my achievements; they are case studies in dedication and innovation.
Portfolio: The Lab Reports
If my resume is the blueprint and my skills the toolbox, here's the laboratory where I experiment, innovate, and iterate. Let's delve into a world of projects that embody first-principles thinking and data-driven solutions.
- All
- Data Analytics
- Machine Learning
- Deep Learning
- Generative AI
- Automations
- Web Development
Testimonials: Echoes of Excellence
In the words of those who've witnessed my work firsthand, discover the resonance of excellence. From professors to managers, these testimonials paint a vivid picture of the impact I've made and the value I bring to the table.
I had the opportunity to study at the university with Edwin. During this time, he stood out for his goal-oriented work. In the projects we shared, he demonstrated his committed dedication to the team, ensuring that tasks were completed and that the rest of us stayed focused on our objectives. He is not someone who likes to remain uncertain; intuitively, he resolves any doubts or invests time in researching the topic. A very pleasant person to work with.
Juan Espinoza
Mechanical Maintenance Manager
Mobil
It was a pleasure working with Edwin on two data analytics projects, where he consistently demonstrated his strengths as a standout student and leader. Edwin brings insightful ideas, excellent time management skills, and exceptional knowledge of analytical and visualization tools. During our FTA project, he delivered impressive insights, structured code effectively, and provided crucial support for the project’s success. In the HEAD Competition, where we secured first place, Edwin’s commitment to quality and excellence in executing data analytics components made a remarkable impact on our team’s achievements.
Anja Wallentin
Manager Internal Control, Retail & Insurance, International Banking
Scotiabank - Canada
Edwin has an excellent interpersonal and critical thinking skills. He has conducted research and worked on a Generative AI project under my mentorship and has a paper published to his name. The ken and insights he has of his chosen field is commendable and I can proudly pen for his proactive, practical and responsible abilities.
Ramon Miranda
Director of Digital & E-Commerce
OVE Decors
Let's Collaborate
Your journey through my portfolio doesn't have to end here. If you're intrigued by my work and wish to collaborate, or simply want to say hello, I'm just a message away. Let's drive innovation together.
Location
Peru
flight
Ready to relocate abroad?
Yes
edwin.santos@pucp.pe
Call
+51 915-077-667