Open to opportunities

Gerardo Collante

@gerardocollante

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Data Scientist specializing in AI and cloud solutions.

Argentina

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my skills in AI and data science to drive impactful solutions while continuing to grow professionally.

I am a Computer Engineer specializing in Data and Artificial Intelligence, with extensive expertise in AWS and proficiency in GCP. My proactive and results-oriented approach drives my passion for architecting innovative AI solutions that foster environments of continuous learning and improvement. I am committed to leveraging data to drive impactful outcomes in the rapidly advancing AI landscape.

Throughout my career, I have worked on diverse projects, including developing AI-powered chatbots and virtual assistants, and implementing data pipelines for various clients. My experience spans across multiple industries, where I have successfully designed and deployed interactive dashboards, automated processes, and utilized machine learning techniques to enhance operational efficiency and user engagement.

As a dedicated professional, I thrive in collaborative environments and enjoy mentoring others. I am always eager to learn and adapt to new challenges, ensuring that I remain at the forefront of technological advancements in data science and AI.

Experience

Work history, roles, and key accomplishments

Data Scientist

Nubiral

Apr 2024 - Present (1 year 2 months)

Served on the AI Center of Excellence (COEAI) team, working on diverse client projects to develop and implement solutions using AWS cloud services. Developed an AI-powered chatbot to assist ClaroShop users by retrieving data from various APIs and internal knowledge sources, enabling responses to product and policy inquiries.

AWS AI Chatbot Development API Integration Data Pipelines QuickSight DynamoDB

Data Scientist

Wais

Aug 2023 - Present (1 year 10 months)

Developed a classification model for the early detection of successful students, as per the client's objective (SoyHenry). Performed EDA on student data to identify potential features for the model and designed a reusable and modular model architecture.

BigQuery Pandas Plotly Matplotlib Google Cloud Storage Data Extraction Training

Data Scientist

ICBC Argentina

Aug 2023 - Present (1 year 10 months)

Responsible for the product recommendation project aimed at users of ICBC Mall through email campaigns. Managed ETL processes for user interactions within the mall and generated training datasets for the recommendation system with product stock validation.

BigQuery DBT Pandas Polars Matplotlib Implicit Omnisend Selenium AWS Glue Athena

Data Developer

TalentPitch

Feb 2023 - Present (2 years 4 months)

As an integral member of the Business Intelligence (BI) team, I served as a co-leader in the department. My primary responsibility was to develop scripts tailored to the business needs.

Firebase BigQuery Google Cloud Storage SQLAlchemy Pandas Looker ETL Airflow Docker Google Analytics Google Tag Manager NLP

Data Scientist

Olipay

Aug 2021 - Present (3 years 10 months)

Developed machine-learning pipelines to determine, through the data provided by users as well as data from third parties, a credit score that allows us to detect if a user will repay the loan granted. Created and cleaned data to obtain features with predictive power.

Pandas Scipy Matplotlib Plotly Machine Learning Data Pipelines Data Analysis

Data Scientist

Aignosis & DarkMatter

Apr 2021 - Present (4 years 2 months)

Together with a small team we developed a model for early detection of diabetic retinopathy using images captured via smartphones. Analyzed, prepared, cleaned and performed EDA of images and tabular data.

Pandas Flask Nginx Docker Convolutional Neural Networks

Data Analyst

Renault

Dec 2019 - Present (5 years 6 months)

I was part of the manufacturing quality department at the Santa Isabel Factory located in the province of Córdoba, contributing significantly to various technical projects and data-driven initiatives. Created real-time dashboards aimed at providing comprehensive and actionable insights for various departments.

Plotly Pandas Matplotlib VBA Excel Macros Data Extraction Quality Assurance

Education

Degrees, certifications, and relevant coursework

Universidad Nacional de Córdoba

B.Sc., Computer Engineering

Grade: 3.0

Completed a Bachelor of Science in Computer Engineering, specializing in Data and Artificial Intelligence. Thesis focused on 'Forecast of defects in automotive production' using TensorFlow, Keras, and Scikit-learn.