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Hello, I'm

Fidel Serrano

Data + Software + Management

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About Me

I'm a data professional passionate about transforming data into clear insights, collaborating closely with teams to shape impactful product strategies. My expertise spans cloud solutions, AI, and automation, enabling me to dive deep into data, tackle complex questions, and empower smarter, faster decisions.
Working at the intersection of business and technology, I specialize in modernizing and consolidating tech stacks to support digital transformation. Currently, I'm with an interior design and manufacturing company based in North Vancouver. My key project was selecting and implementing a robust Warehouse Management System (WMS) and Enterprise Resource Planning (ERP) solution. Now, creating quotations, managing sales orders, purchase orders, invoices, and project management are all streamlined and just a few clicks away. 📈✨
The software I chose is written in Python with PostgreSQL, two languages I am very comfortable with. I am the owner of all the tech infrastructure as well as the system administrator.
To make these systems truly effective I have to deeply understand the business needs, available data, system integrations, and identifying manual processes ready for automation. Engaging stakeholders, developing clear SOPs, and adopting industry best practices lay a strong foundation, enabling creativity and innovation tailored specifically to the business needs.
I leverage AI strategically, using it precisely where it provides a competitive edge—not every task requires AI, but when applied effectively, it significantly boosts productivity.

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Browse My Recent

Projects

Project APIs

APIs

Built a single-page application that uses a client-side framework and its APIs. Created a server-side API to feed the application and reshape data from a public Web API. Hosted in Twilio.

Machine Learning

Machine Learning

Supervised Learning: Classification and Regression models Unsupervised Learning: K-Nearest Clustering, Principal Component Analysis.

Project Python

Python

Variables, loops, functions, data structures, classes, Python Standard Library, Pypi, NumPy, Pandas.

Tableau Airbnb

Tableau

Airbnb metrics of Vancouver, reviews, reservations, average price and more!

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Explore My

Experience

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Data Manager

LUX Manufacturing

November 2023 - present

  • Tripled productivity by implementing various cloud technologies, reducing time spent on tasks to one-third. Utilized data visualization tools to create insightful reports, improving decision-making. Developed workflow tools, reducing errors and time by 80%, benefiting all teams across the company.
  • Consistently delivered projects on time and within budget, achieving a 95% on-time completion rate and maintaining a project variance of less than 5%.
  • Proactively managed stakeholder expectations, providing regular updates to ensure alignment and project success.
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Support Engineer

Audible

July 2023 - August 2023

  • Implemented timely OS patches for Java-based content pipelines in AWS, ensuring system security and reliability.
  • Completed AWS Cloud Practitioner course, gaining proficiency in cloud computing fundamentals and AWS services.
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Data Analyst

Undostres

May 2022 - June 2023

  • Developed automated reporting processes with VM Jenkins, Python, and MySQL, cutting processing time by 50%. Employed advanced SQL methods like query optimization using indexes, temporary tables, and window functions to optimize data retrieval.
  • Utilized data analytics techniques to analyze LTV, cashback programs, user engagement, and transactional funnels to monitor KPIs.
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Business Intelligence Analyst

Valoreo

October 2021 - April 2022

  • Collaboratively established the supply chain reporting infrastructure from scratch using Data Studio and Google BigQuery, filling a critical gap and providing actionable insights for decision-makers.
  • Applied Agile methodologies to streamline project management, resulting in significant reductions in time-to-market. Collaborated effectively on the ERP system launch, enhancing team cohesion and productivity.
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Analytics Consultant

EnergeA

January 2021 - October 2021

  • Focused on economic appraisals and financial analysis in the Oil & Gas, and renewable energy sectors in Mexico.
  • Assessed the impact of modifications in Mexican laws on private companies, ensuring alignment with regulatory compliance.
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