Thriving beyond noise. I write code, not circus scripts. Subtle where it counts, and allergic to performative nonsense.

• 👤 About Me
• 🔭 Research
• 🛠️ Skills
• 📜 Certifications
• 🌍 Availability
• 🎯 Personal Philosophy
• 🌟 What Sets Me Apart
• 🛡️ Current Status
• ☕ Fun Fact

• Lifelong learner, driven by curiosity—not by applause.
• Dodging all the fake talent shows—including corporate drama and those sneaky invisible clown squads—because real skill doesn’t need a spotlight.

Past web traces:
Old Site #1 | Old Site #2
For recent updates | Site #3

• Clustering & Multi-View Learning
• Hybrid (Supervised/Deep learning)
• Federated & Distributed Learning
• Edge AI & Cyber-Physical Systems
• Pattern Recognition

• Machine Learning
• Deep Learning
• Supervised & Unsupervised Learning
• Data Analysis
• Edge AI
• Pattern Recognition

I am open to global opportunities and will be available for new roles starting October 2025. If you are looking for expertise in machine learning, edge AI, or distributed systems, feel free to connect!

Note: Contact me via my personal email: kristinasinaga41@gmail.com.

I don't ship:

• Drama-as-a-Service (DaaS)
• Emotionally noisy systems
• Invisible influence tactics
• Projects that hum in the background and think they're sentient

I do build:

• Robust machine learning systems
• Resilient ideas
• Clean documentation—because real intelligence doesn't hide behind confusion

• Even when resources are limited (often not by my choice), I always find a way out—never getting trapped in the super-bored circles of "org" life.
• Some might think I just got lucky, but trust me, it’s years of hard work, creative problem-solving, and a serious amount of stubbornness.
• I follow my own path and don’t give in to popular opinion or misleading influences.
• I like to build on what I already know and make thoughtful adjustments to better suit new ideas, challenges, and situations as they arise.

• Documenting what others only dare to whisper
• Thriving with structure
• Building solutions, not noise

I write code, not circus acts—logic’s my jam; drama’s not on the playlist. So if you come for small talk, prepare to be debugged!

"They monitor. I document. They hum. I code."