Content & Community
Content library
Videos, podcasts, talks, and articles gathered throughout my journey in technology and community.
PodcastWomen Techmakers Montreal Podcast
Conversations about technology, community, and the journeys of women building the future of tech.
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TalkWomen Make Tech: Exploring Multimodal AI with Gemini
A hands-on multimodal AI demo building a travel agent simulation with Gemini.
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TalkGDG Talk
A talk sharing practical lessons and opening up conversations about data and technology.
Watch talkCodaAI Podcast
The podcast that marked an early chapter of my journey creating conversations about data and AI.
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ArticleAutomating my search for my next AI role
How I am documenting and testing a different approach in Codex to find my next opportunity.
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ArticleIf I had waited until I felt 100% ready, I probably would never have entered data
My journey into technology and the lessons I took from the process.
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ArticleFrom zero to web3: my ETHGlobal experience
What I learned at a web3 hackathon — and why you should try one too.
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ArticleHow missing data can change the way we think
The missing bullet holes phenomenon and what it teaches us about data analysis.
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ArticleHow I built a simple RAG system
RAG from scratch with LangChain, OpenAI, Chroma, embeddings, metadata, and pipeline validation.
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ArticleThe work you call a failure
Reflections on process, expectations, and how we measure our results.
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ArticleLet's build a small banking conversion model together!
A hands-on machine learning project to predict whether a customer will accept an investment offer.
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ArticleI ran an experiment unlike anything I had tried before
The result of three months testing a new way to learn, build, and share.
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ArticleI quit my job to study AI in Canada — was it worth it?
The decision I made in 2022 and how studying artificial intelligence in Montreal shaped my career.
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ArticleWould you trust someone who predicted the market correctly six times in a row?
The biggest mistake in our decisions may come from the data that is not there.
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VideoHow I landed my first data scientist role
My career transition, the challenges along the way, and what truly helped me enter the field.
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VideoEverything about the Google Cloud Digital Leader certification
What to study, how to prepare, and what to expect from the Cloud Digital Leader certification.
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VideoWhat is BigQuery ML and how do you use it?
Building machine learning models directly on Google Cloud with BigQuery ML.
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VideoI'm going to study technology in Canada
My preparation for studying artificial intelligence at a college in Canada.
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VideoNotion for studying: organize tasks, courses, and projects
A beginner-to-advanced guide to organizing your learning routine in Notion.
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VideoAnalyzing text sentiment with Python
A practical analysis using Python and Google Cloud's Natural Language API.
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VideoWhat is BigQuery? How do you use it in practice?
A practical introduction to Google Cloud's data warehouse for working with large datasets.
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VideoHow to become a data scientist without a computer science background
A step-by-step path based on what helped me enter and grow in the data field.
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VideoData Scientist vs. Machine Learning Engineer
The differences between two essential careers in building data and AI products.
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VideoA week with me: travel and remote work
A look at my routine balancing remote work, travel, and life away from the computer.
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VideoWhat are GANs? Improving images with GFP-GAN
An explanation of generative adversarial networks with a practical image-restoration example.
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VideoI moved from civil engineering to data science
The story of my career transition and the first steps I took into data.
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Article10 artificial intelligence movies to binge-watch
A movie selection exploring how artificial intelligence transforms technology and humanity.
Read article6 non-technical books about data science
Books for understanding data, statistics, forecasting, business, and storytelling without starting with formulas or code.
Read articlePredicting ICU bed demand at Hospital Sírio-Libanês
My first machine learning project, predicting ICU admissions from clinical COVID-19 data.
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PodcastBuilding Better Cloud & DevOps Teams with Sherry Yang
A conversation about what really drives innovation in Cloud and DevOps: better tools or better teams?
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PodcastBreaking Into AI: Michell’s Journey from Economics to Tech
A career switch into AI that took Michell to one of the world's leading research labs.
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PodcastHow AI and Blockchain Are Reshaping the Future
Andrea Deković and Géraldine Jippé explore the intersection of AI, blockchain, and web3.
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PodcastBuilding a Career in Data: Ana, Valérie and Raphaëlle
A conversation about starting over and the different paths into a career in data.
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PodcastStarting Over in Tech: Angie’s Career Change Story
Career change, imposter syndrome, and the challenges of starting over in tech.
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PodcastWork Is Not Who I Am — Data, Language & Identity in Tech
With Camila Henrique, a conversation about building a career beyond titles and technical skills.
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PodcastDesign Journeys, Product Building and Game Thinking
UX, UI, and product design through real career journeys and experiences users return to.
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PodcastExploring NLP with Laura Damaceno + Cloud Next Announcements
A conversation about natural language processing, the tech community, and Cloud Next announcements.
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PodcastInternational Women’s Day Events: From Montreal to Europe
Stories and lessons from International Women’s Day events organized by WTM communities.
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PodcastWomen in the Game Industry with Anna Karavaykina
A conversation about the experiences and challenges of women building the games industry.
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PodcastHealthcare & AI with Zoé Ducourau
How artificial intelligence is transforming healthcare and the questions we need to consider along the way.
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PodcastStories of Women in Tech with Lujan & Marie-Claire
Two inspiring stories from women who transitioned from different fields into technology.
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PodcastAnnouncements from Google I/O 2024
A tour of the key innovations and updates announced at Google I/O 2024.
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