AI Ethics• 5 min read
The Human Element in LLM Fine-Tuning
Examining subjective biases introduced during human-in-the-loop evaluation and methods for designing ethical alignment protocols.
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Serlin, Multidisciplinary Developer & Data Practitioner.♡
I design and develop responsive web platforms and robust machine learning pipelines. Bridging user-centric interfaces with deep data systems to solve real-world problems with elegance and precision.
⚛️ React ✦🔷 TypeScript ✦🐍 Python ✦🔥 PyTorch ✦📊 SQL ✦🎨 Tailwind ✦
washi tape ♡
🎀 creator ✨
🪄 creative mind ✦
🌸 100% happy vibes
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✧02. Portfolio✦
Featured Projects
🌸✨ handpicked✦
💻 Web Development✧
SaaS Analytics Dashboard
Next-generation enterprise telemetry interface featuring responsive real-time analytics, modular widgets, and authentication.
Next.jsTailwindSupabase
const metrics = await queryTelemetry({ interval: '1m' });
return <AnalyticsGrid data={metrics} live={true} />;
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🛍️ Web Development✧
E-Commerce Experience Hub
Frictionless customer shopping flow with instant state synchronization, design tokens library, and optimized checkout.
ReactNode.jsGraphQL
Cart Conversion Rate
Optimized micro-interactions
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🤖 Data & AI✧
Customer Sentiment & NLP Pipeline
Distributed transformer pipeline processing customer reviews and conversational prompts with multi-class emotion tagging.
PythonPyTorchTransformers
✨ Model Accuracy Score98.4%
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📈 Data & AI✧
Predictive Churn Model & Visualizer
End-to-end customer retention prediction service integrated with interactive feature attribution visualizer and FastAPI endpoints.
PandasScikit-learnFastAPI
ROC-AUC Performance
Trained on 1.2M records
✧03. Career✦
Experience &
Milestones✿
A timeline of my professional journey in engineering and machine learning.
🌱 constantly growing
💖 built with care
2022 - Present
Senior Creative Technologist / Frontend Lead
TechNova Studio
Led frontend architecture and integrated AI-driven design systems into core application stacks, slashing developer prototyping cycles by 40%.
2019 - 2022
Data & Machine Learning Engineer
DataSync Inc.
Engineered scalable data extraction pipelines, fine-tuned sentiment NLP models, and published low-latency inference services serving 500K+ monthly queries.
Key Achievements & Certifications
🏆 AWS Certified Machine Learning ✦🥇 1st Place Hackathon 2023 ✨🎨 Best UX Design Award ♡
✧04. Writing✦
Blog & Publications
📖✍️ thoughts & logsWeb Dev• 4 min read
Bridging the Gap: Design Systems to Tailwind Components
Practical strategies for structuring shared design tokens in Figma and compiling them reliably into modular Tailwind stylesheets.
Data Eng• 6 min read
Optimizing Data Pipelines for Real-time Dashboards
Techniques for orchestrating low-latency aggregations and stream processing for instant client dashboard refreshes.
✧05. Get In Touch💌
Let's build something beautiful together.
Have an interesting project, collaboration opportunity, or just want to say hi? Send me a message and I'll get back to you!
LocationSan Francisco, CA / Remote Worldwide
StatusAvailable for new projects & roles