François-Guillaume Fernandez Email and Phone Number
My name is F-G (short for François-Guillaume), I'm the founder & CEO of Quack AI, a Y Combinator-backed startup dedicated to solving critical engineering delivery challenges for software teams (upcoming rebranding & launch). With a strong background in machine learning and automation, I specialize in developing data-driven solutions that optimize engineering workflows. Previously, I co-founded Pyronear, an NGO focused on wildfire detection using deep learning on Raspberry Pi, and have contributed extensively to open-source projects like PyTorch.At Quack AI, we're gearing up for our product launch and actively expanding our team. We're looking for talented software engineers and AI experts passionate about building impactful solutions and driving operational excellence.If you're interested in solving those challenges for your engineering organization or exploring career opportunities with us, let's connect!Skills: Python, C++, PyTorch, TensorFlow, OpenCV, FastAPI, Machine Learning
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Working On Something NewStealth StartupParis, Fr
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Founder & CeoQuack Ai (Yc S23) Jun 2024 - PresentParis & San FranciscoWe make software delivery more reliable for ambitious engineering teams -
Co-Founder @ Quack AiQuack Ai (Yc S23) Jan 2023 - Jun 2024Paris, Île-De-France, FranceWe turn your team insights into a portable plug-and-play context for code generation & code review
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Co-FounderPyronear Sep 2019 - PresentParis, Île-De-France, FranceNon-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 firefighters.Tools: PyTorch, Docker, FastAPI, Raspberry Pi, ONNX -
Founder In ResidenceEntrepreneur First Sep 2022 - Dec 2022Paris, Île-De-France, France -
Senior Research EngineerMindee Dec 2020 - Apr 2022Paris, Île-De-France, FranceAutomatic 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 -
Research EngineerFoodvisor Mar 2018 - Dec 2020Paris Area, FranceIntake 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, identification and quantification of food items in pictures. My main contributions revolve around computer vision and graph optimization:• 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 -
Data AnalystCriteo Apr 2017 - Sep 2017Paris Area, FranceInternship 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$) -
Operations AnalystHellofresh Mar 2016 - Aug 2016Sydney, AustraliaInternship 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. -
Junior ConsultantEy Sep 2015 - Feb 2016Paris Area, FranceInternship 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". -
Head Of Business DevelopmentJunior Supélec Stratégie May 2014 - May 2015Paris 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. -
Project LeaderJunior Centralesupélec Sep 2013 - May 2015Paris 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
François-Guillaume Fernandez Education Details
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Master Of Engineering (Meng) -
Master Of Science (Msc) -
Lycée Jean-Baptiste SayCpge Pcsi/Psi* ("Classes Préparatoires")
Frequently Asked Questions about François-Guillaume Fernandez
What company does François-Guillaume Fernandez work for?
François-Guillaume Fernandez works for Stealth Startup
What is François-Guillaume Fernandez's role at the current company?
François-Guillaume Fernandez's current role is Working on something new.
What schools did François-Guillaume Fernandez attend?
François-Guillaume Fernandez attended Y Combinator, Centralesupélec, École Polytechnique, Lycée Jean-Baptiste Say.
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