Birdsong Identification
Classifying bird audio samples by species using a finetuned Wav2Vec2 model.
Transformers
Audio Processing
Transfer Learning
Kaggle
Hi, I’m Max.
Building intelligent systems that translate to real-world results.
I'm a machine learning engineer with in-depth experience in active learning, adversarial robustness, and human-AI interaction. Let's work together to build production-grade ML systems with real-world impact.
Crowdsourced Sports Analysis
Aggregating & interpreting fan discussions using LLMs to generate scouting-style analysis reports .
LLM
RAG
DeepSeek
Data Collection
Postgres
Plant Biomass Estimation
Multi-target regression using EfficientNet to estimate biomass of plants from image data collected in animal pastures.
Deep Learning
Computer Vision
Transfer Learning
CNN
Regression
Dynamic Information Presentation
Distilling complex information into individually tailored formats for improved decision-making.
Active Learning
Black-Box Optimization
Feature Selection
Human-AI Interaction
Machine Detectives
Advancing state-of-the-art active feature acquisition techniques for making cost-effective use of data.
Active Feature Acquisition
Active Learning
Nonparametric ML
Adversarial Patch Attacks
Investigating the vulnerability of computer vision models to adversarial patches.
Deep Learning
Computer Vision
Adversarial ML
Robustness
Autonomous Vehicles