Who is Iván Sánchez? Overview
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Iván Sánchez is listed as Senior Data Scientist at Zyte, based in Spain. AeroLeads shows a matched LinkedIn profile for Iván Sánchez.
Iván Sánchez previously worked as Data Scientist & MLOps at Gft Group and Data Scientist (NLP) at Pfsgroup S.L.. Iván Sánchez holds Master'S Degree In Artificial Intelligence, Pattern Recognition And Digital Imaging, Artificial Intelligence, 8.8 from Universitat Politècnica De València (Upv).
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Zyte
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Profile bio
About Iván Sánchez
I am an experienced Data Scientist with strong background in Natural Language Processing and Computer Vision.I am passionate about everything around data, from problem definition and model definition to model deployment and scalability. I am always thinking how to improve my work in all different aspects: better metrics, better performance, easier deployment and how to make it accessible, useful, so that it brings value.For me, data, model, and experiment tracking are as important (if not more) than the research and implementation, that is why I am a big fan of tools like DVC or MLFlow.I am also highly interested in Active Learning techniques to both reduce labelling costs and understand better the model's behavior.I have also growed interest about Data Engineering and I am learning every day about how to build scalable and high-performance ETL pipelines, how to make scalable model deployments with little tech debt, etc.My everyday stack: Pandas, Tensorflow, Keras, Huggingface, Numpy, Scipy, sklearn, nltk, OpenCV, plotly, fastAPI, dvc, MLFlow, ChatGPT, GPT4 (OpenAI API)...
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5 roles
Iván Sánchez work experience
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Senior Data Scientist
Current• AI-powered data extraction from web pages• Analysis of extracted web page data• Distributed load testing of servicesRegarding Large Language Models (LLMs):• General R&D• Fine-tuning of local LLMs• Optimization of LLMs (peft, quantization, custom kernels, continuous batching, speculative decoding, etc.)• Deployment of local LLMs with exllamav2 and TensorRT-LLM• Distributed serving of LLMs with Kubernetes (in Google Cloud Platform)• Setting up annotation tooling and creating of Human-In-The-Loop improvement system for local LLM
Jun 2022 - Present
Data Scientist & Mlops
Data Science related tasks:• Information Retrieval• Question Answering• GPU/TPU Benchmarking (for NLP models)• Semi-structured Document Analysis and Data Extraction• Text Classification• Named-Entity Recognition (NER)• Active Learning for Text Classification and NER• Zero-shot Text Classification• Deep Multimodal Learning for Document Classification• Wide use of Transformers (BERT-like models)• Fine-tuned ViT using Huggingface for image classification and object detection• Fine-tuned SegFormer to perform semantic segmentation of industrial images• Fine-tuned BERT, RoBERTA, etc. using Huggingface for text classification and NERMLOps related tasks:• Versioning and tracking of data (DVC)• Versioning and tracking of ML models (DVC)• Experiment tracking (MLFlow)• Deployment of Machine Learning models with Docker and cloud-related services• Horizontally scalable serving of Machine Learning models• CI & CD in Google Cloud Platform in Data Science projects• Integrating Data Science solutions into Google Cloud ecosystem
Aug 2019 - Jun 2022
Data Scientist (Nlp)
Development, integration and testing of a Natural Language Processing system for Text Classification, Entity Recognition, Information Retrieval, etc. in the legal field.
Sep 2018 - Jun 2019
Data Scientist (Computer Vision)
Designing, development, integration and testing of C++ Face Tracking and SLAM libraries for Mybrana‘s Game Engine (for Android and iOS devices)
Jul 2017 - Aug 2018
2 education records
Iván Sánchez education
Master'S Degree In Artificial Intelligence, Pattern Recognition And Digital Imaging, Artificial Intelligence, 8.8
Bachelor'S Degree, Computer Engineering
FAQ
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What company does Iván Sánchez work for?
Iván Sánchez works for Zyte.
What is Iván Sánchez's role at Zyte?
Iván Sánchez is listed as Senior Data Scientist at Zyte.
Where is Iván Sánchez based?
Iván Sánchez is based in Spain while working with Zyte.
What companies has Iván Sánchez worked for?
Iván Sánchez has worked for Zyte, Gft Group, Pfsgroup S.L., and Mybrana.
How can I contact Iván Sánchez?
You can use AeroLeads to view verified contact signals for Iván Sánchez at Zyte, including work email, phone, and LinkedIn data when available.
What schools did Iván Sánchez attend?
Iván Sánchez holds Master'S Degree In Artificial Intelligence, Pattern Recognition And Digital Imaging, Artificial Intelligence, 8.8 from Universitat Politècnica De València (Upv).
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