Trajectory Tracking
Real-time computer vision system for behavioral analysis of biological specimens.
PythonOpenCVComputer Vision
Hello, I'm
Konstantin Savkin
CS Student at Oregon State University & ML Researcher
Passionate about Machine Learning, Computer Vision, and Backend Engineering. Currently optimizing ML models at Warren Lab and building scalable backend systems.
class KonstantinSavkin:
def __init__(self):
self.location = "Corvallis, OR"
self.education = "Oregon State University"
self.gpa = 3.97
self.focus = [
"Machine Learning",
"Computer Vision",
"Backend Engineering"
]
def get_status(self):
return "Open to Summer 2026 Internships"About Me
I am a Sophomore Computer Science student at Oregon State University with a 3.97 GPA. My journey in tech is driven by a curiosity to understand how machines learn and how to build robust systems that scale.
Currently, I am a Laboratory Assistant at Warren Lab, where I apply Computer Vision techniques to biological research. I engineer pipelines for image classification and object detection, directly impacting research efficiency.
3.97GPA
2+Years Coding
3+Major Projects
Experience
Machine Learning Research
Warren Lab (OSU)Laboratory Assistant
- Early Admission: Selected as the first freshman undergraduate to join the lab, collaborating directly with graduate researchers.
- Trajectory Tracking: Developed real-time system for behavioral analysis of biological specimens.
- ResNet-50 Model: Engineered model achieving 98.24% test accuracy on specimen classification.
- Detection Model: Annotated 1,000+ images and implemented YOLO-based detection.
- Automation: Reduced labeling time by 99.6% (20s → 74ms per image).
Featured Work
Warren Lab Research
ResNet-50 Classifier
Deep learning model for specimen classification achieving 98.24% test accuracy.
PyTorchDeep LearningResNet
PolyDebate
AI-powered debate platform integrating 100+ AI models with real-time prediction market data.
PythonFlaskNext.jsOpenRouter
High School Projects
Technical Skills
Languages
PythonSQLC#JavaScriptC++TypeScript
Machine Learning
TensorFlowPyTorchPandasNumPyComputer Vision
Backend & Tools
FlaskSQLAlchemyPostgreSQLDockerGit
Let's Work Together
I'm actively seeking Summer 2026 internships in ML/AI, Computer Vision, and Backend Engineering.
Get In Touch