Currently working as a machine learning engineer.
Interests on generative AI, data science, machine learning and related fields.
- 2020-09-14: Melanoma Classification: Getting a medal on a Kaggle competition
- 2020-10-13: Efficiently using TPU for image classification
- 2020-11-03: Building Complex Image Augmentation Pipelines with Tensorflow
- 2021-01-26: Supervised Contrastive Learning for Cassava Leaf Disease Classification
- 2021-03-31: Writing TFRecord Files the Right Way
- 2021-05-03: A Gentle Introduction to Audio Classification With Tensorflow
- 2022-09-28: Shortening model deployment with TensorFlow
- 2023-10-11: Content creation using MakerSuite and PaLM API
- 2024-02-04: Creating Movie Trailers With AI
- 2024-02-29: How to generate music clips with AI
- 2024-03-21: Using Gemini 1.5 Pro to create video trailers
- 2024-06-16: Building a generative AI-based GeoGuesser
- 2024-09-30: How to use generative AI to create podcast-style content from any input
- 2025-02-18: Supercharge Your Technical Content Creation with Gemini
- 2025-03-16: Host Your Own Ollama Models for Free with Google Colab
- 2025-04-21: Topic Tonic: Crafting Curated Content with AI Agents
- 2025-06-30: Neural Reels: How AI Agents Can Revolutionize Content Creation
- 2020-07-11: Using TPUs for computer vision - Kaggle Days Meetup Delhi NCR [English]
- 2020-02-20: Supervised Contrastive Learning - TensorFlow Everywhere Brasil [Portuguese-BR]
- 2021-06-17: Using computer vision for diabetic retinopathy detection - Datarisk Meetup [Portuguese-BR]
- 2021-08-20: How to build a data science portfolio | Kaggle #30daysofML 2021 [English]
- 2021-08-26: Interview with Dimitre Oliveira, contributor to Google's Dev Library | Dev Library and open source [English]
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🖼️ Computer vision
- APTOS 2019 Blindness Detection [Bronze medal - 163rd place - Top 6%] 🥉
- SIIM-ISIC Melanoma Classification [Bronze medal - 241st place - Top 8%] 🥉
- Understanding Clouds from Satellite Images [184th place - Top 12%]
- iMet Collection 2019 - FGVC6 [226th place - Top 44%]
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📄 Natural language processing
- Tweet Sentiment Extraction [Silver medal - 60th place - Top 3%] 🥈
- Jigsaw Multilingual Toxic Comment Classification [Bronze medal - 100th place - Top 7%] 🥉
- Google QUEST Q&A Labeling [171st place - Top 11%]
- Jigsaw Unintended Bias in Toxicity Classification [351st place- Top 12%]
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📈 Time-series
- Store Item Demand Forecasting [117th place - Top 26%]
- New York City Taxi Fare Prediction [409th place - Top 28%]
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🗃️ Other structured data projects
- Instant Gratification [231st place- Top 13%]
- OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction [226th place - Top 14%]
- Microsoft Malware Prediction [580th place - Top 24%]