Freelancer profile translated to English.
Back to original languageAbout Bryce
Are you looking to improve how you use your data to make better decisions? Do you need a data quality audit or to optimize how your data is organized?
I am Bryce, a full-stack Data expert for 5 years. I help companies make the most of their data, having worked with Next 40/FT120 startups like ManoMano and Alma.
I am here to help you. My approach is divided into three steps, all tailored to your specific needs.
I - Data Engineering (Centralization)
I connect to all your applications and systems to collect your data. Then, I bring it all together in one place.
If you need scraping, it happens at this stage.
II - Analytics Engineering (Preparation)
The next step is to clean your data and integrate your business rules once and for all (e.g., by renaming elements or removing unnecessary test data), and organize it logically and efficiently.
This is where we will cross-reference and enrich your data from your various sources.
DBT, the best tool on the market, will be used to carry out this preparation phase.
III - Data Analysis (Activation)
Finally, we move on to data analysis. What are your business objectives? What key performance indicators (KPIs) do you want to track? At this stage, I help you visualize your data clearly and understandably in dashboards, using the best tools on the market.
At this stage, I can also set up automated data flows to feed your business applications from your prepared data.
Stack: Python DBT Terraform Airflow GCP Scrapy
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If all of this interests you, do not hesitate to contact me to learn more about how I can help you make better use of your data.
French
Native or bilingual
English
Fluent
Spanish
Conversational
Can work on-site
Paris (up to 50km)
Experience
- AlmaData EngineerBANKING AND INSURANCEMarch 2022 - December 2022 (9 months)At Alma, I led the Data Engineering team to build and maintain a modern data infrastructure. The goal was to help business owners make data-driven decisions by improving data quality and providing effective tools.I developed custom data connectors and designed layered BI transformations to facilitate data usage. Additionally, I recruited new team members through a rigorous selection process, strengthening the group's skills and expertise.I led the Data Engineering team, coordinating efforts to build a modern data infrastructure. My role included project oversight, resource management, and stakeholder communication to ensure the overall mission's success.As a priority support for the Data Science team, I assisted in deploying their models and resolving technical issues encountered. Mission outcomes include a notable improvement in data quality and the provision of effective tools for business owners.Stack: GCP, BigQuery, Python, Airflow, DBT, Airbyte
- Respire.coData ScientistE-COMMERCEJanuary 2022 - February 2022 (1 month)At Respire, my mission was to create an effective attribution model based on Repeat Rate and Lifetime Value, improving existing analyses. I worked closely with the CEO to provide relevant insights for business teams.I performed analyses on key KPIs, Repeat Rate, and Lifetime Value, considering new metrics to create an effective attribution model. I identified the most repurchased products and the best product bundle opportunities.In collaboration with the CEO, I shared the results of my analyses and the improvements made to the attribution model. I also contributed to updating existing dashboards to include new metrics, making the analyses more relevant for business teams.I conducted an audit of operational data to identify improvement opportunities, particularly by analyzing long-term repeat rate. Following this audit, I implemented BI transformations to make the data more easily exploitable.
- Sunflower LabsLead EngineerSOFTWARE PUBLISHINGJanuary 2021 - Today (5 years and 5 months)- Learning React.js and front-end development, all deployed using serverless technologies- Developed a SPA named NowLedge, allowing efficient note-taking from books and research papers. Launched on Product Hunt- Market analysis - How to find the best customers for my business?- Networking on Twitter- Sales - How to effectively sell my products?- Created a pragmatic web stack from scratch, iterating on it until obtaining a powerful and pragmatic technical stack with the goal that every line of code written brings maximum added value to my clients
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Education
- Master in Computer Science Fundamentals and Software EngineeringUniversité Paris Saclay2018- Intelligence Artificielle - Réseaux - Linux - Programmation Python - Programmation orientée objet - Programmation fonctionnelle - Structures de données - Développement Web - Ingénierie des données - Algorithmes - Informatique Théorique