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Amon Kiprotich

@amonkiprotich

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Data Annotation Specialist and full-stack developer focused on high-quality AI data.

Kenya

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What I'm looking for

I’m looking for a role where I can deliver high-quality data labeling at scale, follow clear guidelines, and improve QA through automation—ideally working with teams that value accuracy, measurable outcomes, and continuous learning.

I’m a meticulous data annotation specialist and full-stack developer with a deep understanding of how high-quality data fuels AI. My software engineering background helps me interpret complex guidelines, identify edge cases, and ensure consistency at scale.

I combine technical precision with a passion for building intelligent systems—from labeling datasets for LLMs to automating quality checks. I thrive in roles where attention to detail, analytical thinking, and process adherence directly impact model performance.

In my recent work, I’ve deployed responsive interfaces using React and Tailwind, translating abstract requirements into pixel-perfect experiences. I’ve also built quantitative automation and trading strategies, using backtesting and risk management to refine logic and improve simulated performance.

For data and AI, I’ve created and validated annotation pipelines, achieving strong agreement through clear guidelines. I’m especially motivated by projects that require data quality, repeatable workflows, and measurable improvements in labeling outcomes.

Experience

Work history, roles, and key accomplishments

Project Lead

Moringa School

Feb 2024 - Aug 2024 (6 months)

Led a team of 5 developers to deliver full-stack Flask/React applications under tight sprints. Drove code reviews, Git workflows, and Agile ceremonies, boosting team velocity by 30% while mentoring junior engineers.

Flask React Agile Ceremonies Code Review Team Leadership Full Stack Mentorship

Frontend Developer

Creative Tech Consultant

Jan 2025 - Present (1 year 3 months)

Deployed a responsive brand website using React and Tailwind, boosting engagement by 40%. Built pixel-perfect animated interfaces with Framer Motion and optimized mobile and cross-browser performance to achieve near-perfect Lighthouse scores.

React Tailwind Framer Motion Responsive Web Design Performance Optimization UI Animation

Quantitative Trading Developer

TradingView

Jan 2025 - Present (1 year 3 months)

Designed and validated 5+ proprietary trading strategies using EMA and RSI indicators. Prototyped, backtested, and deployed high-confidence algorithms using Pine Script and Python, generating visual chart signals for actionable entries and exits.

Pine Script Python EMA RSI Trading strategies Strategy Back Tests Chart Signal Visualization Data Driven Decision Making Pinescript

Algorithmic Trading Developer

Independent Project

Jan 2025 - Present (1 year 3 months)

Engineered a MetaTrader 5 bot for autonomous multi-strategy trading with dynamic risk management. Improved Sharpe ratio by 22% using backtesting and built modular, event-driven low-latency execution for volatile conditions.

Strategy Back Tests Risk Management Quantitative Trading Event Driven Systems Sharpe Ratio

Education

Degrees, certifications, and relevant coursework

KCA University

Bachelor of Science, Software Development

B.Sc. in Software Development at KCA University, expected completion in 2027. Relevant coursework includes Artificial Intelligence, Data Structures, Database Systems, and Cloud Computing.

AI Training Academy

Data Annotation & AI Training Specialist Program, Data Annotation & AI Training

Completed a remote intensive program focused on high-quality data labeling for LLMs and related quality assurance methodologies. Trained on real-world projects using RLHF frameworks.

Moringa School

Software Engineering Bootcamp, Software Engineering

Completed a full-stack software engineering bootcamp covering Python, JavaScript, and Agile practices. Built data-driven applications as part of the specialization.