Jorge Alberto Jaramillo Bermúdez
Puebla
Summary
Detail-oriented team player with strong organizational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy.
Overview
10
10
years of professional experience
1
1
Certification
Work History
Data Scientist, NLP
Data Glacier
10.2023 - Current
- Enhanced data-driven decision making by implementing machine learning models and algorithms.
- Optimized business processes for increased efficiency through detailed data analysis and visualization tools.
- Developed custom data analytics solutions, leading to improved operational performance and strategic planning.
- Collaborated cross-functionally with stakeholders, ensuring alignment on key initiatives and project goals.
Dosimetrist and Data Scientist Jr.
HSCT México
02.2021 - Current
- Improved patient care by accurately calculating radiation doses for optimal treatment plans.
- Ensured precise treatment delivery by collaborating with physicists and radiation oncologists on complex cases.
- Enhanced team communication by implementing a streamlined process for dosimetry plan reviews and approvals.
- Reduced treatment planning time with the adoption of advanced software tools and techniques.
- Assisted in research projects focused on improving radiation therapy techniques or exploring novel approaches to cancer treatment.
- Conducted patient follow-ups to assess response to treatment plans, using feedback to inform future planning strategies and ensure optimal care.
- Worked directly with physician in verification simulation, treatment planning procedures and patient-specific radiation dose measurements.
Data Analyst Jr in Radiation Therapy
Secretaria De Salud, Unidad De Oncología.
10.2019 - 02.2021
- Enhanced business efficiency by identifying trends and patterns in complex datasets.
- Streamlined data processing for faster results by implementing advanced analytics tools.
- Improved decision-making processes with accurate data analysis and visualization techniques.
- Developed custom algorithms to optimize data mining, increasing the effectiveness of analytical insights.
Dosimetrist (Department of Medical Physics)
Secretaria De Salud, Unidad De Oncología
05.2018 - 10.2019
- Improved patient care by accurately calculating radiation doses for optimal treatment plans.
- Ensured precise treatment delivery by collaborating with physicists and radiation oncologists on complex cases.
- Enhanced team communication by implementing a streamlined process for dosimetry plan reviews and approvals.
- Developed personalized radiation therapy plans for patients, taking into account individual needs and preferences.
- Conducted routine checks of equipment calibration, ensuring consistent accuracy in dose measurements.
- Played a key role in the implementation of new technology within the department, increasing overall efficiency and effectiveness of treatments offered to patients.
- Assisted in the development of clinical protocols for new treatment techniques, enhancing overall department efficiency.
Radiotherapist Technician
Bajío Regional High Specialty Hospital
01.2014 - 04.2018
- Skilled at working independently and collaboratively in a team environment.
- Self-motivated, with a strong sense of personal responsibility.
- Proven ability to learn quickly and adapt to new situations.
- Worked well in a team setting, providing support and guidance.
Education
Bachelor of Science - Physics
Universitario Tecnológico Universitam
Tijuana, Mexico12.2025
Master of Science - Artificial Intelligence Applications in Healthcare
UCAM San Antonio Catholic University of Murcia,
Murcia, España03.2024
Specialist - Radiation Biology
Medical Dosimetry
Torreón, Coahuila, Mexico08.2019
Bachelor of Science - Radiology And Imaging
Instituto Dr. Carlos Coqui, Mexico
Torreón, Coahuila, Mexico08.2018
Skills
Advanced English
Customer Service: Extensive experience in customer service in the United States, Canada, and Northern/Southern European regions
Collaboration
Proven ability to collaborate in interdisciplinary medical environments
Technical Skills
Radiation Therapy Planning
Eclipse Planning 3D
IMRT (Intensity-Modulated Radiation Therapy)
VMAT (Volumetric Modulated Arc Therapy)
RapidArc
Varian Truebeam
Programming
Python (with expertise in Pandas, NumPy, Matplotlib, and SciKit-Learn)
R
Tools and Platforms
Jupyter Notebooks and Google Colab
Data science platforms like Kaggle and Github
Database Management
SQL (Structured Query Language) - Proficient
MySQL - Proficient
Machine Learning
Comprehensive understanding of classification algorithms, regression, clustering, decision trees, KNN
Familiarity with libraries such as TensorFlow or PyTorch
Data Management and Tracking
Proficient in data cleaning and transformation
Data Visualization
Matplotlib, Seaborn, and other data visualization tools
Analytical Skills
Ability to analyze datasets and extract relevant information
Implemented analytical strategies for optimizing data management and tracking in the radiation therapy department
Algorithm Development
Developed algorithms and models to enhance accuracy in treatment administration
Radiation Dose Measurement
Led radiation dose measurement activities, ensuring safety and precision in patient treatments
Safety Protocol Compliance
Collaborated closely with medical and technical staff to ensure strict compliance with safety protocols
Certification
AI FOR MEDICINE SPECIALIZATION - DEEPLEARNING.AI.
DEEP LEARNING FOR HEALTHCARE SPECIALIZATION - UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN.
- IBM DATA SCIENCE PROFESSIONAL CERTIFICATE COURSERA
DATA ANALYSIS SPECIALIZATION - Netzun.
MY SQL ONLINE COURSE - A2 Capacitacíon.
R STUDIO ONLINE COURSE - A2 Capacitacíon.
PYTHON FOR DATA SCIENCE COURSE APPLIED - A2 Capacitacíon.
ROBOTICS - Universidad Nacional Autónoma de México.
PYTHON 3 MASTER COURSE - Udemy
ECLIPSE INVERSE PLANNING: - RAPIDARC. - Varian Company.
ECLIPSE COMMISSIONING I - ADMINISTRATION AND ALGORITHMS V15. - Varian Company.
ECLIPSE INVERSE PLANNING OPERATIONS IMRT & RAPIDARC V15. - Varian Company
INTERNATIONAL VIRTUAL SEMINAR OF PROTECTION PRINCIPLES IN MEDICAL PHYSICS.
- Instituto Politécnico Nacional Escuela Superior de Física y Matemáticas
COURSE ON SAFETY AND QUALITY IN RADIOTHERAPY.
- International Atomic Energy AgencyINITIAL COURSE ON RADIATION PROTECTION AND SAFETY - Mexican National Nuclear Safety and Safeguards Commission.
Languages
English
Advanced (C1)
Spanish
Bilingual or Proficient (C2)
Timeline
Data Scientist, NLP
Data Glacier
10.2023 - Current
Dosimetrist and Data Scientist Jr.
HSCT México
02.2021 - Current
Data Analyst Jr in Radiation Therapy
Secretaria De Salud, Unidad De Oncología.
10.2019 - 02.2021
Dosimetrist (Department of Medical Physics)
Secretaria De Salud, Unidad De Oncología
05.2018 - 10.2019
Radiotherapist Technician
Bajío Regional High Specialty Hospital
01.2014 - 04.2018
Bachelor of Science - Physics
Universitario Tecnológico Universitam
Master of Science - Artificial Intelligence Applications in Healthcare
UCAM San Antonio Catholic University of Murcia,
Specialist - Radiation Biology
Medical Dosimetry
Bachelor of Science - Radiology And Imaging
Instituto Dr. Carlos Coqui, Mexico
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