eeeclipse /หiห ษชหklษชps/ โ triple-e-clip-se
Research-oriented data scientist bridging mathematics and machine learning
7+ years | Dual Master's (Math & CS) | Published Researcher | 100M+ Users Impact
- ๐ Data Scientist working with Global Company (100M+ MAU across 3+ countries)
- ๐ง Geometric Deep Learning research (Graph Neural Networks, Equivariant Networks)
- ๐ Applying Topological Data Analysis to real-world ML problems
research_interests = {
"geometric_deep_learning": ["Graph Neural Networks", "Equivariant Networks", "Gauge Theory"],
"topological_data_analysis": ["Persistent Homology", "Mapper Algorithm", "Sheaf Theory"],
"model_compression": ["Neural Pruning", "Quantization", "Knowledge Distillation"],
"mathematical_ml": ["Riemannian Optimization", "Symmetry in Networks", "Geometric Structures"]
}
current_focus = {
"learning": [
"Graph Neural Networks (PyG, DGL)",
"Equivariant Networks (e3nn)",
"Topological Data Analysis (giotto-tda)",
"German Language (A2 โ B2)"
],
"building": [
"Geometric DL portfolio projects",
"TDA applications to time-series",
"Model compression experiments",
"Research proposal for PhD"
],
"reading": [
"Geometric Deep Learning (Bronstein et al.)",
"Computational Topology (Edelsbrunner & Harer)",
"Recent papers on equivariant networks"
]
}๐ธ Teach guitar to Children every Sunday
๐๏ธ Weight training 2x/week + Pilates 2x/week
๐ฎ๐น Learning Italian for fun (aiming for B1)
๐ Love connecting abstract math to practical problems
๐ Traveled to 30+ countries (next: more of Europe!)
Open to research collaborations and interesting conversations!