About

Santiago Photo

As a professional in the field of data and AI, I am passionate about shaping raw data into valuable insights by analysing information, communicating outcomes, and collaborating on product development. I have experience in

  • • Creating and maintaining data pipelines for ingestion, processing and storing structured and unstructured data.
  • • Developing, tuning, and maintaining Machine learning and deep learning algorithms.
  • • Building and deploying tools and applications to facilitate the work of other professionals.
  • • Communicating and presenting insights and projects at different levels of specialisation.

In my career, I have always proven to be creative and determined when realising ideas or engaging in complex problem-solving tasks. I like to see things through to completion and drive the outcomes until seeing success. Thanks to my social personality and communication skills, I have fared well in my previous teams and functioned as an integral part of them.

  • City: Søborg, Denmark, 2860
  • Email: santiago.gutierrez.orta@gmail.com

Interests

Statisitics

Web Scrapping and Data Minning

Natural Language Processing

Time Series Analysis

Data processing

Image recognition

MedTeach and Bioinformatics

Data Analytics and Visualization

Education

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MSc Mathematical Modelling and Computation

Technical University of Denmark

February 2020 - June2022

  • The syllabus covers mathematical modelling, statistics and computing with applications in machine learning and data science.
  • Thesis: Development and deployment of the web server MembraneFold. It combines the estimation with known models of protein structure and topology prediction in one server. Moreover, it was researched how to introduce the information from positioning estimation into the structure algorithm to improve the prediction of the last one.
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BEng Energy Engineering

University of Huelva

September 2013 - February 2019

  • Syllabus focused on mathematical modelling and optimization applied to energy systems and energy markets.
  • Thesis: My bachelor thesis was about characterising and optimising a cryostat's pressure and temperature system for particle acceleration.

Experience

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Data Scientist

FindZebra

August 2022 - November 2022

  • Description: Development of an application programming interface (API) semantic search engine using Natural Language Processing (NLP) for rare disease information to help physicians and patients generate diagnosis hypotheses.
  • Responsibilities: Create and deploy the API. Communicate with team members in charge of the model development and the web service to align the product.
  • Skills: Natural Language Processing (NLP) · REST APIs · Deployment
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Data Scientist

Zenzetech

September 2020 - July 2022

  • Description: Development of a device to analyse and monitor patients' mobility with Parkinson's disease (PD).
  • Responsibilities: Management and development of a pipeline to extract and process sensor data. Building machine learning and optimisation algorithms. Testing, analysing and improving the quality of the product. Communicating with the team, hardware development company and professionals in the PD field. Data analysis from pilot studies.
  • Skills: Data Science · Self-directed Learning · Healthcare Industry · DevOps · Machine Learning
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Teaching assistant in Deep Learning

DTU Compute

September 2021 - January 2022

  • Description: Supporting students learning process by supervision during assignments, exercises, and project work.
  • Responsibilities: Coordinate with professor and other TAs. Communicate with students at different levels of expertise. Performance management of teams assigned to my final project topic.
  • Skills: Deep Learning · Management · Communication · Object-Oriented Programming (OOP) · PyTorch
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Electrical Engineer

Enel

February 2019 - August 2019

  • Description: Database management and analysis of daily operations for the maintenance of the medium voltage (MV) networks.
  • Responsibilities: Plan and optimise the needs for materials, works and services of MV and related MV facilities, defining contractual frameworks and technical specifications for third-party jobs.
  • Skills: Corporate Communications · Logistics Management · Databases
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Telecomunication Engineer

GABITEL INGENIEROS, S.L.

November 2017 - November 2018

  • Description: Query, process, and analyse large-scale data for detecting old fibre optic networks needing refreshment or new installation of empty zones within networks.
  • Responsibilities: Project management. Presentation of analysis reports. Coordinate with different divisions. Communicate with the technicians in the field.
  • Skills: Big Data Analytics · Problem Solving · Corporate Communications

Projects (In construction)

× Notification: I am in the process of cleaning and recopilation of my projects. Sorry for the inconvenience.
  • All Fields
  • Data Analysis
  • Machine learning/ Deep Learning
  • Statisitics
  • Data Engineering
  • All languages
  • Python
  • R
  • html/css/js

New York Taxi Data Analysis and Visualization


Denmark Real Estate Multivariate Forecasting

San Francisco Crime Analysis and Visualization



Analysis of Movie Reviews


Taxiproject

F1 Lap Time Forecasting

BitCoins Forecasting

Deloitte Challenge - Image Semantic Segmentation of car parts

Image Captioning Coco Dataset

Multilevel Regression and Poststratification of Election Survey Data

Image Colorisation of old pictures using Encoder-Decoder GAN

NLP Semantic search of Lord of the Rings Dialogue

Skills

Accustomed Programming languages

Python

Python

SQL

SQL

R

R

gnu_bash

gnu_bash

Acquainted Programming languages

html

html

css

css

javascript

javascript

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C++

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VBA

Libraries and Frameworks

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PyTorch

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FastAPI

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TensorFlow

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OpenCV

upload.wikimedia.org

SKLearn

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BeautifulSoup

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Spark

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Request

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Pytest

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Huggingface

Platforms and tools

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GIT

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Jupyter

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Docker