Hi, I'm Evint

I build things
with data & code

Researcher at UBC by day, co-founder of Kolosal AI by night. I teach machines to decode biology — from circular RNA to tumor suppressor genes — and occasionally, the stock market.

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Selected Work

Co-Founder MLOps

Kolosal AI

Open-source tools for running large language models locally — private, fast, and fully under your control. Custom training and production-ready inference.

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Research First Author

Deep Learning for Circular RNA

Published ANN pipeline that classifies circRNA-disease associations with Gaussian blur preprocessing — 75% accuracy at 0.14ms per prediction.

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Open Source

PyTorch Inference Framework

Production-grade inference with TensorRT integration — optimized for low-latency model serving at scale.

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More Projects

Open Source Infrastructure

PyTorch Inference Framework

Production-ready inference framework with TensorRT acceleration. Handles batching, model versioning, and GPU memory management out of the box.

PyTorch TensorRT FastAPI Docker
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Open Source AutoML

Kolosal AutoML Platform

End-to-end AutoML with Gradio UI — from hyperparameter tuning with Optuna to experiment tracking with MLflow, all in one platform.

Gradio MLflow Optuna FastAPI
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Open Source Machine Learning

SOM Plus Clustering

Extended SOM with PCA and random initialization, plus silhouette & Davies-Bouldin evaluation. Used in the GDP trajectory clustering research.

Python SOM NumPy SciPy
View on GitHub
Open Source Computer Vision

APT Fitness Assistant

Real-time pose estimation with MediaPipe for form correction, rep counting, and personalized workout recommendations.

Python MediaPipe Streamlit OpenCV
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Community Education

Rebirth Educational Platform

Community-driven platform connecting learners and researchers through structured courses and mentorship.

Education Community
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Community Mental Health

PsychIDN Community

Building mental health awareness across Indonesia through accessible psychology content and peer support.

Psychology Mental Health Community
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Analysis Economics

GDP Trajectory Clustering

Unsupervised clustering of 190 countries over 45 years reveals four distinct economic development paths — from stagnation to exponential growth.

Python SOM Pandas Matplotlib
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Analysis Finance

Crypto vs Stock Timing Analysis

Do crypto markets lead or lag equities around recessions? Empirical analysis using cross-correlation and Granger causality tests across five business cycles.

Finance Time Series Volatility
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Experience

Current

University of British Columbia

Undergraduate Researcher

Building deep learning pipelines for circular RNA classification and genomic sequence analysis.

2023 — Present

Kolosal AI

Co-Founder

Architecting open-source tools for local LLM deployment, inference optimization, and MLOps automation.

2024

Publication

First Author

"Deep Learning Algorithm with Gaussian Blur Data Pre-processing in Circular RNA Classification"

About

I chase problems where data hides something meaningful — a motif buried in RNA sequences, a leading signal in financial time series, or a chance to make ML infrastructure less painful.

Currently an undergraduate researcher at UBC building deep learning systems for genomic data, and co-founding Kolosal AI to make running LLMs locally actually simple. My first-author publication on circular RNA classification is live in URNCST Journal.

When I'm not debugging loss curves, I'm reading about macroeconomics or exploring Vancouver's trails.

What I work with

  • Python
  • PyTorch
  • TensorFlow
  • FastAPI
  • Docker
  • CUDA
  • Pandas
  • OpenCV
  • Streamlit
  • MLflow

Say hello

Always open to interesting conversations — whether it's a research collaboration, an open-source idea, or a dataset that made you stop scrolling.