Python
Johannes Conradie
Data Scientist
Somerset West
Summary
Amiable Technical Lead ready to rapidly onboard new personnel and kick start new projects. Achieves rapid and exceptional completion metrics through careful utilization of available skills and technical assets. Assembles effective teams by exploiting complementary competencies and collaborative employee relationships.
Overview
3
3
years of professional experience
7
7
years of post-secondary education
2
2
Languages
Work History
Technical Lead
LifeQ Inc
Cape Town
03.2022 - Current
- Teamed on development of technology roadmap spanning 2 years.
- Provided educational expertise and mentoring to junior team members.
- Offered input on technical and platform-related strategic planning initiatives.
- Built product feature lists with stakeholders.
- Identified value opportunities to exploit product for maximum business effectiveness.
- Assessed project milestones and team performance to keep staff on-task.
- Skilled at working independently and collaboratively in a team environment.
- Proven ability to develop and implement creative solutions to complex problems.
- Identified issues, analyzed information and provided solutions to problems.
Head of Product Development
Khloro
Perth
08.2021 - Current
- Demonstrated creativity and resourcefulness through the development of innovative solutions.
- Developed strong communication and organizational skills through working on group projects.
- Gained strong leadership skills by managing projects from start to finish.
- Self-motivated, with a strong sense of personal responsibility.
- Worked effectively in fast-paced environments.
- Adaptable and proficient in learning new concepts quickly and efficiently.
Data Scientist
LifeQ Inc
Stellenbosch
11.2020 - Current
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
- Compiled, cleaned and manipulated data for proper handling.
- Improved data collection methods
- Modeled predictions with feature selection algorithms.
- Analyzed large datasets to identify trends and patterns in user's physiological signals.
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling.
Data Validation Analyst
LifeQ Inc
Stellenbosch
03.2020 - 11.2020
- Incorporated best practices from industry into environment to prevent reoccurring events.
- Worked on several concurrent tasks and prioritized workload with minimal direction.
- Completed independent data review of forms and batch records.
- Met tight deadlines to satisfy client demands and project timelines.
- Trained and guided onsite and offshore team members in quality assurance standards, policies and procedures.
- Collaborated with cross-functional teams for identification and resolution of validation issues.
- Demonstrated respect, friendliness and willingness to help wherever needed.
- Developed strong communication and organizational skills through working on group projects.
- Identified issues, analyzed information and provided solutions to problems.
- Gathered wearable technology data from optical sensors during research and development phase
Education
Master of Science - Exercise Science
University of Stellenbosch
Stellenbosch 02.2012 - 03.2015
Honors - Biochemistry
University Of Stellenbosch
Stellenbosch 01.2011 - 12.2011
Bachelor of Science - Human Life Sciences
University Of Stellenbosch
Stellenbosch 02.2008 - 12.2010
Skills
Data acquisition
Staff Training
Data visualization
AWS development
AWS (EC2, SQS, SNS, S3, Cloudwatch, DynamoDb, Timestream)
New Product Development
Software
Amazon Web Services
SQL
CQL
Databases
HTML/CSS
Project Management
Version control (Git)
Data Pipelines
Interests
Music
Sports
Motor Racing
Hobbies
- Physical Fitness: I am an avid gym-goer and enjoy maintaining an active lifestyle. Regular exercise not only helps me stay physically fit but also mentally sharp and focused, which translates well into my work.
- Carpentry: In my free time, I enjoy working with my hands and have developed a passion for carpentry. Through this hobby, I have honed my problem-solving and attention to detail skills, which I believe are transferable to any job that requires creativity, precision, and patience.
Timeline
Technical Lead
LifeQ Inc
03.2022 - Current
Head of Product Development
Khloro
08.2021 - Current
Data Scientist
LifeQ Inc
11.2020 - Current
Data Validation Analyst
LifeQ Inc
03.2020 - 11.2020
Master of Science - Exercise Science
University of Stellenbosch
02.2012 - 03.2015
Honors - Biochemistry
University Of Stellenbosch
01.2011 - 12.2011
Bachelor of Science - Human Life Sciences
University Of Stellenbosch
02.2008 - 12.2010