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Algorithm Research
Novel architectures, ablations, and literature‑informed exploration targeting real‑world constraints.
About DeepSOTA AI
DeepSOTA AI is an R&D company focused on state‑of‑the‑art machine learning. We partner with teams to prototype, benchmark, and deploy high‑impact models with an emphasis on reliability, efficiency, and measurable gains.
Our work spans from fundamental research and open-source contributions to commercial applications and production systems. We believe in advancing the field through both theoretical innovation and practical implementation.
Our Focus Areas
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Model Engineering
Training pipelines, distillation, quantization, and latency‑aware optimization for edge and cloud.
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Evaluation & SOTA Tracking
Reproducible benchmarks, leaderboard analysis, and decision‑grade reporting.
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Deployment
Serving, monitoring, and continuous improvement loops that keep models SOTA post‑launch.
What We Do
🌐 Open Source Projects
Contributing to the ML community with tools, libraries, and research implementations.
Explore our projects →💼 Commercial Solutions
Custom AI solutions and consulting for production systems and enterprise needs.
View our services →📚 Research & Publications
Advancing the state-of-the-art through rigorous research and academic contributions.
Read our papers →Join Our Team
We're assembling a compact, world‑class team. Remote‑friendly. If you're obsessed with pushing baselines, we'd love to hear from you.
Senior Research Scientist
- Deep learning for perception/medical imaging.
- Strong publications or SOTA leaderboard wins.
- Comfort with rigorous experimentation and writing.
ML Engineer (Optimization)
- Distillation, quantization, compilers, serving.
- Profiling, memory/FLOP reduction, throughput tuning.