Eduardo Bonnefemne
Product Manager in AI-enabled Medical Devices
Salary / Daily rate
40100 Dax, France
Freelance, open to permanent contract
Can come onsite
Skills
Languages
About me
Intro
Hello, I’m Eduardo 👋🏼 As a product manager with a pharmacy background, I am dedicated to advancing the future of healthcare. Embracing the dynamic growth in new technologies, I lead AI-focused innovation projects. Through collaboration with top-tier experts, I aim to revolutionize healthtech and set new industry standards. My goal is to use my skills and leadership to prioritize a human-centered approach to solve complex healthcare challenges.
Work experience
Chief Product Officer / First PM
MyPL
May 2023 - Jan 2024
9 months
Paris, France
Defined product vision and product strategy for an entire technical refacto. The product needed to be adapted for different medical devices regulations (MDR and the Medical Devices Directorate (MDD) in Canada) - Conducted a holistic audit to evaluate technical debt and human ressources to define product roadmap - Defined eQMS baseline requirements and set up go-to market strategy - Delivery of the new refactorized product and international deployment : web app, mobile-first, 16 hospitals, 3 countries)
CEO's right hand
Spore.Bio
Feb 2023 - Mar 2023
2 months
Paris, France
Right-hand man of the CEO of an early-stage startup (- 6 months) of the EF 2023 cohort. 2 months of immersion in the heart of the EF and Station F ecosystem in order to prepare for the first round of financing.
Digital Medical Hub
Apr 2021 - Oct 2022
1 year 7 months
Paris, France
Research & Innovation Lead
Oct 2021 - Oct 2022
1 year 1 month
Paris, France
Product Management : - Leading user-research in order to prioritize problem and solution framing for clients (digital health start-ups) in the specific clinical setting of AP-HP hospitals - Conducting user testing with the clients of the portfolio - Trained and supported dissemination of best practices of SaaS tools usage improving collection of insights from user-research and internal process for the team (Notion, Google Workspace, Make, Slack) - Built a knowledge base to monitor innovations in Healthtech ecosystem (technological innovations, regulatory/legal affairs around AI, healthcare public ecosystem) increasing information monitoring Clinical Project Management : - Writing and advising on clinical research investigation protocols for CE marked objectives and for observational studies - Writing the strategy of the AMI "Santé Numérique" from BPI around the creation of an innovative third place at the AP-HP Leading the first R&D program of the company : - Developing new methods to assess and perform prevention of healthcare professionals mental overload regarding of the massive adoption of digital health tools in hospitals Achievements : - Conducted 4 workshops and succeeded to engage 20 top experts around mental overload subject (physicians, researchers in neuroscience, psychologists, start-ups execs, product designer, hospital representatives) and produced insights on how to test mental overload
Research & Innovation Project Manager
Apr 2021 - Sep 2021
6 months
Paris, France
- Leading user-research in order to prioritize problem and solution framing for clients in the clinical setting of AP-HP hospitals : supported 3 digital health start-ups and 1 large enterprise in the construction, maturation and deployment of their product (MyPL, Quantiq, Posos, Withings) - Conducting user testing for the clients of the portfolio - Writing and advising on clinical research investigation protocols for CE marked objectives and for observational studies - Leading commercial meetings and qualifying new prospects
MYPL
May 2018 - Apr 2021
3 years
Paris Area, France
Partner, Product Management / Business Development
Sep 2018 - Apr 2021
2 years 8 months
Paris Area, France
MYPL develops a health data visualization SaaS platform, helping oncology experts to access to more structured and clinically validated information with the aim to perform more efficiently their "Tumor Board Meetings" (TBM). ➡️ Defined platform product strategy, roadmap and feature definition of the MVP, balancing the needs of all the stakeholders belonging to TBM : - Conducting user-research with oncology experts (>10 early adopters), and passed several months into the Tumor Board Meetings into the hospital to observe the behaviors and the pain points of clinicians to define the user journey of our problem - Decided with exec team and product designers the first wireframes to test and delivered the first prototypes of the platform (validation of the product market-fit with oncology KOL) - Reviewed litterature on AI and biomedical informatics to develop the algorithms of the product - Analysis of market and competition - Identifying and developing new business partnership opportunities (third party API integrations) - Representing the company at trade shows and conferences Achievements : - Delivery of the first prototypes for oncology experts and validated PMF - Grow the team from 4 partners to 15 people - Raised €1.1 Million European Union grant as part of Horizon Europe 2020 GerOnTe project out of a total of €5.9 Million, 10 partners consortium, 7 international countries, 2 trials for the proof of concept
Junior Marketing Project Leader
May 2018 - Aug 2018
4 months
Région de Paris, France
Internship in MYPL start-up, development of a Clinical Decision Support System (CDSS) in oncology - Analysis of market trends and dynamics of health data valuation - Construction of marketing and sales arguments in collaboration with associates - Study of the opportunity to open a subsidiary in Quebec - Leading meetings with future partners and clients in Centre Hospitalo-Universitaire de Montréal and Institut Bergonié - Assisting conferences on new trends technologies in e-health
Biontrepreneuship training
Greater Paris University Hospitals - AP-HP
Oct 2020 - Dec 2020
3 months
Paris, France
Developed a SaaS platform for detecting deteriorating risky patients in the waiting room area of emergency department : - Conducting user-research into pediatrics emergency department in "Hôpital Necker Enfants Malades" - Analysis of market and competition - Solution framing with computer vision algorithms - Final pitch of the startup projet in front of an experienced jury in Healthtech, Medtech, Pharma
Clinical Data Analyst
Lend-Rx Technology
Jun 2020 - Aug 2020
3 months
Paris, France
Internship on medical data enrichment for an AI SaaS solution addressed to business bank financial analysts in biotechnology. The company give to the client a sentiment analysis of clinical results information contained in Tweets and financial forecast prediction. - Defining a dictionary of medical terms for improving Regex automatic matching of disease from Tweets - Creation of 31 uniques classes covering oncology scope - Creation of 16 uniques classes covering "other diseases" - Manual data labeling on >10991 lines Achievements : Identifying 1009 new diseases to the production database of the SaaS improving the value for clients and increasing performance of AI model validation metrics
Data Engineering Bootcamp
Blent.ai
May 2020 - Aug 2020
4 months
Paris, France
4 months Data Engineering project Uber like application : Datalake storage (Big Query) Parallel computing (Spark on Google Cloud Platform) Data Streaming (Kafka) Deploy and monitoring application
Pharmacy Residency
Hôpitaux Universitaires Henri-Mondor (groupe hospitalo universitaire de l'AP-HP)
Sep 2019 - Jan 2020
5 months
Créteil, France
Intensive Care Unit (ICU): ——Artificial Intelligence Project with the Head of ICU—— - Participatory consultations with physicians of the department. - Follow-up of the daily medical visit and drug interaction counseiling for posology modifications - Risk and quality analysis of the drug administration loop - Preparation of Initial Medical Checkups: interrogation of relatives, analysis of biological results, clinical examination, recording in the hospital software Pharmacy Unit : - Attendance at meetings, staff and weekly classes, and presentation of clinical cases and prescription comments Oncology Unit : - Participatory in consultations with the physicians and the multidisciplinary board meetings - Data collecting and analysis project about immunotherapies indications in agressive tumors for the head of the oncology unit
Entrepreneurship courses
Programme Entrepreneurs en Santé
Sep 2018 - Jun 2019
10 months
Paris Area, France
The "Programme Entrepreneurs en Santé" trains students / health professionals in entrepreneurship. More than 70 students (medicine, physiotherapy, pharmacy and engineers) trained since February 2019! more info on the PES: https://cutt.ly/infopes3
Entrepreneurship courses
Campus de Cancerologie de Villejuif - Cancer Campus
Sep 2018 - Apr 2019
8 months
Paris Area, France
Internship in fundamental research
Imagine Institute of Genetic Diseases
May 2017 - Jun 2017
2 months
Région de Paris, France
2 months in Alain Hovnanian's team, UMR 1163 : Genetic skin diseases : from disease mechanism to therapies • Scientific Skills : -Seeding of cells from human biopsies -Western Blot -IHF and confocal microscopy • Writing of research essay, oral presentation
Education
The Design Crew
Industrial and Product Design
2023 - 2023
3 months
Grade: Product Designer
Bootcamp created and conducted by former designers from Blablacar, Youtube, Heetch, Getaround, Facebook, Algolia I led 2 projects from real challenges from Jump and Back Market set by the Head of Design and worked on the entire design process from discovery to delivery : * Mastered user research (interviews, journey mapping & persona creation) in order to understand users psychology, needs and points of friction * Conducted ideation workshops to solve refined problems (mind-mapping, crazy 8, SixtoOne, storyboards ..) * Prototyping and advanced UI on Figma * Prepared, ran, and analysed user test sessions * Presented the synthesis of work to product to the Head of Design of Jump and BackMarket
Learning Planet Institute
Master's degree, Computer Science
2020 - 2021
2 years
Joint study program with MS Drugs & Health Products Science: Bioentrepreneur Track, Université de Paris Courses attended : - AI and Big Data - Computational Biology - Project Management More details : https://learningplanetinstitute.org/en/about
Université Paris Cité
Master of Science - MS Drugs & Health Products Science : Bioentrepreneur Track, Entrepreneurship/Entrepreneurial Studies
2020 - 2021
2 years
An University of Paris partnership with multiple prestigious organizations (Imagine Institute, CNRS Innovation, X-HEC, ECSP Business School, PRAIRIE) to offer an unique program in Europe, dedicated to technological entrepreneurship in health-related areas. The aim is to offer both teaching modules and a full immersion into biotech, medtech and eHealth technological entrepreneurship. Obtained the "Paris Artificial Intelligence Research Institute" (PRAIRIE) scholarship More details : https://sites.google.com/view/mscm2bioentrepreneur/accueil https://www.institutimagine.org/fr/programme-bioentrepreneurs-launchpad-115 https://youtu.be/Kp49XnmcUVM
Université Paris-Saclay
Doctor of Pharmacy - PharmD, Sciences pharmaceutiques
2018 - 2021
4 years
Pharmaceutical Industry, Ranked #1 French Pharmaceutical School (Shanghai ARWU 2016) Paris Saclay University ranked #13 in the ARWU (Academic Ranking of World University) Core courses: pharmacology, biology, galenic, organic & analytical chemistry, immunology, bacteriology, hematology, chronic & metabolic diseases, cancerology Industry section specialization: market access and price reimbursement, drug lifecycle, clinical trials, R&D, Medical Devices market and regulation Option courses : - Intro to Nanobiotechnologies - Research in Cancerology - Innovative Biotherapies
École des Sciences du Cancer
Post University Teaching, Artificial Intelligence
2020 - 2020
1 year
Artificial Intelligence : Applications to Medical Physics Day 1 - Introduction to artificial intelligence (vocabulary, global methodology ...) - Applications in radiotherapy and medical imaging - points of view of the radiotherapist and the medical physicist - Refresher in Python (course and practical) Day 2 - Theoric course : Optimization and main algorithms of Machine learning - Hands on code in Machine Learning : Radiomics for the classification of brain lesions Day 3 - Theoric course : Deep learning and neural networks - Hands on code : Deep Learning : MRI image segmentation More Information : https://formation.gustaveroussy.fr/shop/enseignement-post-universitaire--intelligence-artificielle--applications-a-la-physique-medicale
Université Paris-Saclay
Artificial Intelligence
2019 - 2019
1 year
Introduction to Data Science in Python The 2-Day workshop entitled “Introduction to Data Science in Python”, held at Inria Saclay Ile-de-France the 28th and 29th of November 2019 organized by the Paris-Saclay Center for Data Science. The workshop was subdivided into two parts: - Introduction to data wrangling using NumPy and Pandas - Introduction to machine-learning using scikit-learn specifically to supervised learning on tabular data. Instructors : Guillaume Lemaitre (Inria), Jiaping Liu (Inria), Loic Esteve (Inria), Maria Telenczuk (Inria)
Université de Bordeaux
Doctor of Pharmacy (Pharm.D.), Sciences pharmaceutiques
2015 - 2018
4 years
Option courses (Master 1 Immuno-oncology): - Marketing and licensing in biotechnologies - Advanced Immunology/Immunopathology - Cancer stem cells and intra-tumoral heterogeneity - Advanced Cellular Biology - Advanced Molecular Biology Associative activities : AMPS (Association Médecine Pharmacie Sciences) Pharmacy pole of AMPS : Developed a cluster of entrepreneurship in innovative healthcare : Providing key strategies of thinking of the health entrepreneurship ecosystem nearby health professionals or students in life sciences (medecine, pharmacy, biology) to gather a translational research and global vision for the emergence of new start-ups. ACEPB (Association Corporative des Etudiants en Pharmacie de Bordeaux) VP International relationships of ACEPB : - Communication about Erasmus Entrepreneur program for health students
Noé
Product Management, Product Management
Grade: Product Manager
Intensive and selective 4-week program to break into Product Management Courses given by CPOs, Lead PMs and Lead Devs from Aircall, Spotify, ManoMano, Heetch, Pigment... As part of the Noé program, I worked for a month for Doctolib on a real roadmap problem : “How to improve healthcare professionals satisfaction relative to no-show ?” Product strategy and problem framing: Data (Excel, SQL, Python) on real Doctolib datasets, user research (interviews with 9 patients and 7 healthcare practitioners) Prioritized problems based on impact on chosen metrics, and tech cost Prototyped and iterated on 4 solutions with the highest impact on no-show rate Covered specs, delivery processes, rollout strategy Final presentation to Martin Boutges, Lead PM at Doctolib
MOOC
Grade: Self-Taught
Introduction to Python for Data science (EdX) Introduction to Machine Learning, Andrew Ng (Coursera) Essential Mathematics for Artificial Intelligence (EdX) Introduction to deep learning (Alain Tapp, Yoshua Bengio and Nicolas Le Roux) IVADO / MILA (EDUlib) Health Data Sciences, IVADO / MILA / University of Montreal Institute for Research in Immunology and Cancer (in progress) Building a Data Science Team, Johns-Hopkins University (in progress) Create and Develop a Tech Startup - HEC Paris & École Polytechnique - Coursera Course
Licenses & certifications
Introduction to Large Language Models
Issued: Apr 2024
Generative AI Fundamentals
Issued: Apr 2024