Summary
Overview
Work History
Education
Skills
Timeline
Generic

Ionela-Daniela Gal

Senior Surgical Nurse Data Labelling And Annotator For Surgical Robotics
Brasov

Summary

I am a experienced preoperative Surgical 1st Assistant and Robotic Nurse , a passionate advocate for surgical innovation, I bring my experience as a Senior Surgical AI Specialist and Clinical AI Research Analyst within healthcare setting .
My expertise encompasses AI's transformative potential in surgical robotics, from developing AI-assisted navigation tools to creating real-time image analysis software and predictive analytics platforms. I am dedicated to seamlessly integrating AI into surgical workflows, augmenting surgeons' skills while prioritizing patient safety.
As a thought leader in the field of AI in surgery, I actively contribute to its advancement through international conferences, mentorship, and training programs. My mission is to empower surgeons and educators with the knowledge and tools to embrace AI, transforming surgical practices and elevating patient outcomes.
Unwavering in my belief in AI's transformative power in surgery, I am committed to bridging the gap between technology and clinical expertise, shaping the future of healthcare through AI-powered surgical innovations

Overview

14
14
years of professional experience

Work History

Senior Medical AI Specialist

Contentwise
05.2022 - 08.2023
  • Led a team of researchers and developers in designing and implementing cutting-edge machine learning algorithms to extract clinical insights from large-scale medical data sets, resulting in a 30% improvement in accuracy and efficiency of diagnoses
  • Spearheaded the development and deployment of a deep learning-based computer vision system, enabling the automated detection and classification of abnormal medical images, reducing human error by 20% and enhancing overall diagnostic accuracy
  • Collaborated with cross-functional teams to develop and optimize machine learning models for predictive analytics, successfully identifying early signs of disease progression and improving patient outcomes by 15% through personalized treatment recommendations
  • Designed and implemented a natural language processing (NLP) solution, leveraging state-of-the-art algorithms and techniques, to extract meaningful
  • Interpreted clients' needs and introduced services to fit specific requirements.
  • Followed all company policies and procedures to deliver quality work.

Data Engineer-Software Developer Python

LUXOFT
09.2022 - 11.2023
  • Developed and implemented data pipelines using Python, transforming raw data into a structured format for analysis, resulting in improved data accuracy and processing efficiency
  • Collaborated with cross-functional teams to design and optimize database systems, leveraging Python libraries and frameworks to enhance data storage, retrieval, and analysis capabilities
  • Created and maintained data models and schemas, ensuring data integrity and consistency across diverse data sources, and enabling seamless integration with existing software systems
  • Conducted in-depth data analysis using Python, identifying key insights and trends to support data-driven decision-making, leading to improved business performance and customer satisfaction.

EUX ENGINEER Data Analist

ALLIANZ
11.2023 - Current
  • Developed and implemented user-centric design solutions by conducting thorough user research, usability testing, and iterative prototyping to enhance the overall user experience of a software application
  • Collaborated closely with cross-functional teams, including product managers and developers, to gather requirements, define user flows, and create high-fidelity wireframes for web and mobile applications
  • Streamlined complex user processes by designing and optimizing intuitive user interfaces, resulting in a 20% increase in user satisfaction and a 15% reduction in user errors
  • Conducted comprehensive accessibility audits to ensure compliance with WCAG 2.1 standards, improving the accessibility and inclusivity of digital products for users with disabilities
  • Developed and implemented data mining techniques to extract valuable insights from large datasets, resulting in a 20% increase in operational efficiency
  • Collaborated with cross-functional teams to define business requirements and design optimal data models, leading to a 15% reduction in data processing time
  • Executed data integration and transformation processes using SQL and Python, resulting in a streamlined data pipeline and improved data quality
  • Conducted comprehensive data analysis and visualization to identify trends, patterns, and anomalies, enabling data-driven decision-making and driving a 10% increase in customer satisfaction.

SENIOR SOLUTION DESIGNER

ORACLE-CERNER
09.2020 - 07.2021
  • Developed customized solutions for complex business challenges, utilizing expertise in system analysis and design methodologies
  • Oversaw end-to-end solution delivery, leading cross-functional teams in requirement gathering, solution design, and implementation phases
  • Collaborated with clients to understand their unique business needs and translated them into innovative and scalable technical solutions
  • Streamlined existing processes, reducing operational costs by implementing automation and optimizing system performance.

Lead AI Specialist Surgical Annotation

MEDTRONIC-TOUCH SURGERY
03.2020 - 11.2020
  • Led a team in the implementation of AI-driven solutions to enhance patient care and surgical outcomes.
    Conducted robotic surgeries using [specific system, e.g., da Vinci Surgical System], demonstrating expertise in advanced surgical techniques.
    Developed strategies for integrating AI tools into clinical workflows, significantly improving efficiency.
    Addressed ethical considerations in AI applications, ensuring adherence to patient privacy and data security standardsManaged and trained a team in robotic surgery procedures, achieving a [specific achievement, e.g., reduction in surgery times].
    Participated in policy development for AI use in healthcare settings, aligning with regulatory standards.
    Collaborated in cross-functional teams to optimize AI applications for patient diagnostics and treatment planning.Led a team in the implementation of AI-driven solutions to enhance patient care and surgical outcomes. Conducted robotic surgeries using [specific system, e.g., da Vinci Surgical System], demonstrating expertise in advanced surgical techniques. Developed strategies for integrating AI tools into clinical workflows, significantly improving efficiency. Addressed ethical considerations in AI applications, ensuring adherence to patient privacy and data security standardsManaged and trained a team in robotic surgery procedures, achieving a [specific achievement, e.g., reduction in surgery times]. Participated in policy development for AI use in healthcare settings, aligning with regulatory standards. Collaborated in cross-functional teams to optimize AI applications for patient diagnostics and treatment planning.
  • Leading the Integration of AI in Surgical Robotics - Develop and implement strategic plans for the integration of AI into surgical robotics.
    Educate and train surgical teams on the use of AI in surgery.
    Evaluate and select AI tools and technologies for use in surgical procedures.
    Monitor and evaluate the impact of AI on surgical outcomes.
    Contribute to research on the use of AI in surgery.
  • As a Lead AI Specialist, my forte lies at the crossroads of surgical healthcare and cutting-edge AI/ML technologies. My holistic responsibilities encompass meticulous data interpretation, annotation, analysis, and overarching oversight of surgical procedures and related datasets. With a steadfast commitment to innovation and precision, I play a transformative role in redefining surgical practices, unveiling critical patterns, and championing data-centric decisions in healthcare.
    Immerse in a diverse range of surgical content, from dynamic operation videos to detailed medical imagery, fortified by my profound operating room expertise.
    Ensure unparalleled annotations and labels, becoming the benchmark for data accuracy and relevance in
    Collaborate seamlessly with machine learning professionals to sculpt and fine-tune tailored algorithms, driving a new era of patient care.
    Venture into diverse learning landscapes, including both supervised and unsupervised methodologies, to cement robust and avant-garde data strategies.
    Serve as the linchpin bridging the computational prowess of AI with the tactile expertise of medical practitioners.
    Engage in proactive dialogues with a spectrum of professionals, from doctors to researchers, guaranteeing the alignment and efficacy of AI initiatives.
    Team Mentorship, Growth & Oversight:
    Guide the trajectory of budding data analysts and labelers, instilling a relentless pursuit of accuracy and innovation.
    Maintain stringent quality controls, even for outsourced tasks, ensuring each endeavor mirrors our exacting standards.
    Pioneer the development of holistic training content, from immersive e-modules to hands-on sessions, fortifying team readiness.
  • Skills: AI Strategy Development in Healthcare · Leadership and Strategic Planning Continuous · Continuous Learning and Adaptation in AI and Machine Learning · Ethical Decision-Making in AI Applications · Robotic Surgery Techniques

Senior Surgical First Assistant Spine

ONEHEALTH
02.2018 - 03.2020
  • Assisted in complex spinal surgeries, utilizing advanced knowledge of surgical techniques and instrumentation to optimize patient outcomes
  • Collaborated with interdisciplinary surgical team to develop and implement comprehensive surgical plans, ensuring efficient and effective operative procedures
  • Provided expert guidance and mentorship to surgical team members, fostering a culture of continuous learning and professional development
  • Demonstrated exceptional attention to detail and accuracy in maintaining sterile field, resulting in zero incidents of surgical site infections throughout tenure.
  • Generated a high end level of work performance in the Spine Surgery Team as team Lead for two(2) years. Accomplished numerous skills Resolved all issues professionally and in a timely manner
    Worked collaboratively in team environment Utilised strong interpersonal and communications skills to serve customers As a first assistant in a surgical operation I am trained and able to participate in and actively assist the surgeon in completing the operation safely and expeditiously by helping to provide exposure, maintain homeostasis, and other technical functions. Leading the Reconstructive Surgery department and Spine Surgery actively assisting mainly in preparation the implant cages and instrumentation.Actively participate in all the process for CQC inspections and Health and Safety procedures.
    Generated a high end level of work performance in the Spine Surgery Team as team Lead for two(2) years. Accomplished numerous skills Resolved all issues professionally and in a timely manner Worked collaboratively in team environment Utilised strong interpersonal and communications skills to serve customers As a first assistant in a surgical operation I am trained and able to participate in and actively assist the surgeon in completing the operation safely and expeditiously by helping to provide exposure, maintain homeostasis, and other technical functions. Leading the Reconstructive Surgery department and Spine Surgery actively assisting mainly in preparation the implant cages and instrumentation.Actively participate in all the process for CQC inspections and Health and Safety procedures.
  • Skills: Continuous Learning and Adaptation in AI and Machine Learning · Leadership and Strategic Planning · Ethical Decision-Making in AI Applications · Robotic Surgery Techniques

Senior Surgical First Assistant RAS daVinci

THE LONDON CLINIC
06.2017 - 01.2018
  • An experienced and highly skilled preoperative nurse with a proven track record of excellence in robotic urological surgical procedures. Possesses in-depth expertise in robotic surgical systems, urological procedures, and AI/machine learning applications. Effectively orchestrates the surgical team, ensuring seamless coordination and adherence to strict safety protocols. Exemplary leadership and problem-solving skills, consistently adapting to complex surgical situations and resolving intricate technical challenges.Demonstrated mastery of robotic surgical systems, including setup, operation, and troubleshooting, ensuring the flawless execution of complex urological procedures.
    Profound understanding of urological procedures, optimising patient care through precise and efficient surgical interventions.An experienced and highly skilled preoperative nurse with a proven track record of excellence in robotic urological surgical procedures. Possesses in-depth expertise in robotic surgical systems, urological procedures, and AI/machine learning applications. Effectively orchestrates the surgical team, ensuring seamless coordination and adherence to strict safety protocols. Exemplary leadership and problem-solving skills, consistently adapting to complex surgical situations and resolving intricate technical challenges.Demonstrated mastery of robotic surgical systems, including setup, operation, and troubleshooting, ensuring the flawless execution of complex urological procedures. Profound understanding of urological procedures, optimising patient care through precise and efficient surgical interventions.
  • Skills: Continuous Learning and Adaptation in AI and Machine Learning · Leadership and Strategic Planning · Ethical Decision-Making in AI Applications · Robotic Surgery Techniques
  • Prepared surgical suite according to surgeon's preference cards.
  • Performed detailed surgical assessment of patients and correlated information to recovery department.

Senior Surgical First Assistant

The Nuffield
06.2017 - 01.2018
  • Assisted in over 200 complex surgical procedures, utilizing advanced knowledge of anatomy and surgical techniques to provide exceptional support to surgical teams
  • Collaborated closely with surgeons to anticipate their needs during procedures, resulting in improved efficiency and reduced surgical time by 15% on average
  • Coordinated and supervised a team of surgical assistants, ensuring smooth workflow and adherence to strict sterile techniques, leading to zero surgical site infections for two consecutive years
  • Developed and implemented a comprehensive training program for new surgical first assistants, delivering education on surgical procedures, techniques, and equipment, resulting in a 30% reduction in training time for new hires.

Senior Surgical Nurse

St Richards
05.2014 - 06.2015
  • Led and managed a team of surgical nurses, coordinating and assigning tasks to ensure efficient and smooth workflow during surgical procedures
  • Collaborated with surgical team members to develop and implement evidence-based surgical care plans, resulting in improved patient outcomes and reduced complications
  • Utilized advanced surgical nursing skills to assist surgeons in performing complex procedures, including prepping patients, monitoring vital signs, and providing post-operative care and education
  • Played a key role in implementing and maintaining strict infection control protocols, resulting in a significant reduction in surgical site infections and contributing to a safer surgical environment.

Medical Surgical Nurse OR

MEDLIFE
03.2010 - 05.2014
  • Assisted in surgical procedures by preparing and sterilizing equipment, ensuring a safe and sterile environment for patients and surgical teams
  • Monitored patients post-surgery, assessing vital signs and providing immediate care and interventions as required
  • Collaborated with interdisciplinary healthcare teams to develop and implement individualized care plans for surgical patients, ensuring optimal recovery outcomes
  • Educated patients and their families about post-operative care, including wound management, medication administration, and potential complications, promoting patient autonomy and understanding.

Education

NURSING -

FEG
09.2006 - 09/2009

Python Programming AI - undefined

UDACITY
03.2017 - 04/2018

Surgical First Assistant - undefined

De Montfort

Machine Learning - undefined

UDACITY
02.2018 - 07/2018

Skills

Natural Language Processing (NLP)undefined

Timeline

EUX ENGINEER Data Analist

ALLIANZ
11.2023 - Current

Data Engineer-Software Developer Python

LUXOFT
09.2022 - 11.2023

Senior Medical AI Specialist

Contentwise
05.2022 - 08.2023

SENIOR SOLUTION DESIGNER

ORACLE-CERNER
09.2020 - 07.2021

Lead AI Specialist Surgical Annotation

MEDTRONIC-TOUCH SURGERY
03.2020 - 11.2020

Senior Surgical First Assistant Spine

ONEHEALTH
02.2018 - 03.2020

Machine Learning - undefined

UDACITY
02.2018 - 07/2018

Senior Surgical First Assistant RAS daVinci

THE LONDON CLINIC
06.2017 - 01.2018

Senior Surgical First Assistant

The Nuffield
06.2017 - 01.2018

Python Programming AI - undefined

UDACITY
03.2017 - 04/2018

Senior Surgical Nurse

St Richards
05.2014 - 06.2015

Medical Surgical Nurse OR

MEDLIFE
03.2010 - 05.2014

NURSING -

FEG
09.2006 - 09/2009

Surgical First Assistant - undefined

De Montfort

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Ionela-Daniela GalSenior Surgical Nurse Data Labelling And Annotator For Surgical Robotics