Python
José Diego Álvarez Sánchez
Guadalajara
Summary
Biomedical Engineer with a specialization in data science and AI. Demonstrates a proactive approach in identifying and swiftly addressing any knowledge gaps, aiming to provide valuable insights to employers and collaborative teams. My love for statistics, search for patterns and probabilities make the use of AI with Machine and Deep Learning my passion, where I constantly seek to reinforce my knowledge.
Overview
1
1
year of professional experience
1
1
Certification
Work History
AI Engineer
Cognizant
07.2024 - Current
- Conducted comprehensive sample analysis for NLP models, including systematic data annotation and documentation using Excel-based frameworks
- Implemented word embedding technologies for advanced document retrieval and search optimization systems
- Developed sophisticated prompting strategies for efficient field extraction in NLP applications
- Optimized program efficiency through implementation of advanced image cropping algorithms and techniques
- Engineered robust post processing pipelines for prompting outputs, including comprehensive exception handling mechanisms
- Designed and maintained analytical notebooks for performance metric tracking
- Creation of agents multi-system to generate analysis in financial, legal, risk, accounting and investment information with crewai
- Use of streamlit to present the results and the use of prompting
- Personal projects:
- Creation of a computer vision program for validation of movement and personal assistance as well as data collection for subsequent monitoring
- Convolutional Neural Network with architectures such as U-Net and ResNet101 for image segmentation and classification for cancer breast using libraries such as Tensorflow and Pytorch in a project directed by the coordinator of my career
- Awarded with an honorable mention in a competition at CUCEI and was validated for my graduation
Education
Bachelor of Science - Biomedical Engineer
Universidad De Guadalajara
Guadalajara, Jalisco, México07-2024
Skills
- Machine Learning
- Deep Learning
- Vision Computer
- Gen AI
- Python, R, Matlab
- SQL (MySQL)
- Power BI, Google Looker Studio
- Git
- Azure AI
- Generative AI
- Docker
- Agile
Certification
Azure AI-900 Fundamentals
Software
R
Work Preference
Work Type
Full TimeContract WorkWork Location
RemoteHybridImportant To Me
Career advancementWork-life balanceFlexible work hoursPersonal development programsWork from home optionLanguages
English
Advanced (C1)
Spanish
Bilingual or Proficient (C2)
Timeline
AI Engineer
Cognizant
07.2024 - Current
Bachelor of Science - Biomedical Engineer
Universidad De Guadalajara
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