François-Guillaume Fernandez Email & Phone Number

Paris, FR

Paris & San Francisco

We make software delivery more reliable for ambitious engineering teams

Paris, Île-de-France, France

We turn your team insights into a portable plug-and-play context for code generation & code review

Paris, Île-de-France, France

Non-profit organization working towards forest preservation from wildfires using deep learning on embedded systems.My main efforts are focused on:- Computer Vision: developed a wildfire detector deep learning model optimized for low-power devices.- Back-end: built our in-house API for unified & secured communication between our field detectors and.

Paris, Île-de-France, France

Paris, Île-de-France, France

• Automatic document visual processing service powered by deep learning (YC W21).My main contributions revolve around:
• Research: working on Computer Vision & NLP approaches for document analysis in a memory-savy context.
• Open-source: developing the company's deep learning library for OCR-related tasks.Tools: PyTorch, TensorFlow, Docker

Paris Area, France

• Intake tracking service through food picture recognition named in the Top 30 of Station F startups in 2019 (Facebook Startup Garage program).The research team goal is to develop algorithms for localization.
• Research & implementations: implementing new deep learning architectures and optimizers for consistent performance improvement.
• Software development: developed new training and inference pipelines (respectively 3-fold and 35% speedup)
• Data quality: created a new process for efficient pixel-wise labelling.Tools: Python, PyTorch, Caffe, Bash, Docker, Linux

Paris Area, France

• Internship within the Sales & Operations team - EMEA Region
• Single-handedly developed an R-based tool providing analyst & business roles with on-demand reports
• Addressed client report requests and conducted long-term analyses for performance improvement
• Actively contributed to the company R resources (cluster data access, data visualization, etc.)
• Tools: R, SQL, Tableau, Hadoop Hive, bash scriptingLeading retargeting company for online advertisement (valued on NASDAQ at 3.3bn$)

Sydney, Australia

• Internship within the Supply Chain team of the Australian office
• Involved in the business development & supply chain optimisation especially in logistics
• Projects: opening/extending delivery regions, cost reduction, compensation seeking model, smart fleet allocation tool
• Tools: Python, R, VBA, Power BIThe company was named Specialist Online retailer of the Year in 2016 at the Grocer Gold Awards, #1 FT1000 fastest growing business over the last 5 years.

Paris Area, France

• Internship in the advisory branch of the Financial Services Office (FSO)
• Involved in the performance improvement and data analysis for transformation/structuration projects in the bank/insurance sector
• Projects: Credit Banking, Mutual & Life Insurance, Government entitiesIn 2016, the team received the P3 Awards as "Financial Advisor of the Year".

Paris Area, France

• Overseeing market research & client portfolio strategy (+93% in size)
• Designing new offers (analytics & modelling)The entity was awarded the prize of best French consulting student association in 2010, 2014 and 2017 by BNP Paribas, Alten, Engie and EY.

Paris Area, France

• Led a dozen of projects including for European Commission and the French railway company
• Carried out data analytics & development projects for government entities, education institutions, start-ups and large tech companies

Education record

Master Of Engineering (Meng)

Master Of Science (Msc)

Cpge Pcsi/Psi* ("Classes Préparatoires")