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Patience Muyala

Patience Muyala

Data Scientist (Machine Learning and AI)

KENYA flag
Nakuru, Kenya
$10.00/hrIntermediateTolokaTelusSurge AI

Key Skills

Software

TolokaToloka
TelusTelus
Surge AISurge AI
Snorkel AISnorkel AI
SuperAnnotateSuperAnnotate
Scale AIScale AI
OneFormaOneForma
MindriftMindrift
Mighty AIMighty AI
Micro1
MercorMercor
LabelboxLabelbox
HumanaticHumanatic
DataturkDataturk
DatasaurDatasaur
Data Annotation TechData Annotation Tech
CloudFactoryCloudFactory
ClickworkerClickworker

Top Subject Matter

AI Education/Training

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

RLHF

Freelancer Overview

My time at Moringa School, where I earned a corporate certification in Data Labelling and AI Training, provided me with practical expertise in crafting excellent datasets for machine learning. My coursework emphasized precise data annotation across various types like text, images, and audio, always with a keen eye on following labeling protocols and quality benchmarks. I've honed my abilities in several key areas: ‎ ‎**Data Annotation & Labeling:** I'm adept at tagging, categorizing, and annotating data with a high degree of accuracy and consistency. ‎ ‎**Attention to Detail:** My ability to spot minute distinctions in data ensures precise labeling and reduces errors. **Quality Assurance:** I have experience in thoroughly reviewing and validating labeled data to ensure it meets project specifications and boosts model effectiveness. ‎**Data Management Tools:** I'm comfortable using various annotation platforms and tools essential for AI training processes. ‎**Analytical Thinking:** I can effectively interpret instructions and apply logical reasoning to tackle intricate labeling challenges. ‎**Time Management:** I consistently meet deadlines without compromising the quality of my work. ‎ Beyond these technical proficiencies, I offer a dedicated work ethic, a flexible approach, and the capacity to collaborate effectively, whether working as a single entity or as part of a remote team. My foundation in data science also gives me a deeper insight into how meticulously labeled data is crucial for developing dependable and accurate AI systems.

IntermediateSwahiliEnglish

Labeling Experience

Data Scientist (Machine Learning and AI)

TextRLHF
As a Data Scientist (Machine Learning and AI), I played a key role in developing AI models and supporting educational AI initiatives. I was responsible for designing and deploying AI workshops and seminar series that contributed to AI training among faculty and staff. My work involved reinforcing AI algorithm performance through iterative feedback and learning cycles. • Developed and implemented a reinforcement learning agent for a virtual environment. • Assisted with deploying 20 AI educational workshops/seminars for research faculty and staff. • Trained AI agents using reinforcement learning from human feedback (RLHF). • Synthesized and analyzed large datasets to increase the effectiveness of AI training.

As a Data Scientist (Machine Learning and AI), I played a key role in developing AI models and supporting educational AI initiatives. I was responsible for designing and deploying AI workshops and seminar series that contributed to AI training among faculty and staff. My work involved reinforcing AI algorithm performance through iterative feedback and learning cycles. • Developed and implemented a reinforcement learning agent for a virtual environment. • Assisted with deploying 20 AI educational workshops/seminars for research faculty and staff. • Trained AI agents using reinforcement learning from human feedback (RLHF). • Synthesized and analyzed large datasets to increase the effectiveness of AI training.

2023 - 2024

Education

E

Egerton University

Bachelor of Education Arts, Education Arts; History and Kiswahili

Bachelor of Education Arts
2017 - 2023
M

Moringa School

Diploma in Data Science, Data Science

Diploma in Data Science
2020 - 2022

Work History

I

ICEA Lion Group

Data Scientist

Nakuru
2023 - 2024
M

Moto Molo Secondary School

Assistant Teacher

Nakuru
2023 - 2023