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Christian Angeles

Christian Angeles

Machine Learning Engineer

Bluetab America an IBM Company | Mexico

Technologies

My Portfolio Highlights

My New Article

Tableau Portfolio

My New Notebook

Fake News Detector

My New Article

Tableau Portfolio

My focus is on delivering efficient and effective solutions that provide value to both clients and the company.

My Work

Take a look at my latest work.

article

Tableau Portfolio

notebook

Diabetic retinopathy detector

PythonGit
notebook

Fake News Detector

article

Tableau Portfolio

My Certifications

These are the industry credentials that I’ve earned.

Other Certificates

SaFe Scrum Master

Net4skills Secure Development V2.0

Net4skills Artificial Intelligence

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python

My Work Experience

Where I've interned and worked during my career.

Bluetab - an IBM Company | Jun 2024 - Present

Experienced Technician I

Collaboration in the integration of AI models into client projects, providing comprehensive support to the development team at every stage of the process. Solving issues related to the implementation of models and data pipelines. Data extraction from multiple file formats using computer vision and NLP techniques. Creation and refinement of datasets for classifier models. Improving code and adding new features to deployed models or endpoints Development and maintenance of cloud solutions in AWS and GCP
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Klover AI | Jun 2023 - Jul 2024

Machine Learning Engineer Intern

Reading and discussion of recent articles and papers in the fields of Machine Learning and Artificial Intelligence, with attempts to replicate the authors' experiments and findings. Data cleaning and preparation for training and evaluating models. Implementation and experimentation with different machine learning algorithms and architectures, using frameworks such as TensorFlow and PyTorch to improve model efficiency and scalability. Measurement of accuracy, F1-score, and other relevant metrics, followed by A/B testing to compare the performance of different models or approaches. Programming API endpoints using FastAPI for the deployment and querying of machine learning models in various company projects. Development of various frontend/backend modules using React Native and FastAPI for a mobile application powered by internally developed AI algorithms.

FANASA - Farmacos Nacionales | Jan 2021 - Sep 2023

Fullstack Developer

Management of 80 databases using SQL Server. Implementation of AWS Lambdas in combination with Python and C# for the development of over 20 microservices with a serverless architecture. Development of a web application in Angular to optimize staff time by automating repetitive or complex tasks such as inventory management and/or providing automatic solutions to open support tickets. Development of various endpoints for multiple APIs using FastAPI, simplifying code and reducing computational costs, all aimed at optimizing internal company processes. Development, maintenance, and update of legacy code for several web applications built with ASP.NET, including creating maintenance plans, fixing reported bugs, and implementing updates to improve the quality of life for each web application, as well as adding new features when requested by stakeholders.

Binahria Analytics | Jun 2020 - Dec 2020

Data Analyst

Development of an electoral data visualization system for political analysis using Angular, FastAPI, and Flask. Developed a machine learning model for object recognition with TensorFlow, implemented in a surveillance system to detect vehicle license plates with 91% accuracy. Planning and development of predictive systems applied to forecasting energy requirements for self-sustaining residential complexes in renewable energy projects.

My Education

Take a look at my formal education

Bachelor of Science in Software EngineeringUniversidad Politecnica de Pachuca | 2020

About Me

Christian Angeles

I am committed to never stop learning and always on the lookout for new opportunities!! I’m passionate about data science because it’s the perfect mix of creativity and logic

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