Algorithm Research
Novel architectures, ablations, and literature‑informed exploration targeting real‑world constraints.
We design, evaluate, and ship cutting‑edge algorithms for perception, medical imaging, and intelligent systems—grounded in rigorous experimentation and benchmark‑driven development.
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.
Novel architectures, ablations, and literature‑informed exploration targeting real‑world constraints.
Training pipelines, distillation, quantization, and latency‑aware optimization for edge and cloud.
Reproducible benchmarks, leaderboard analysis, and decision‑grade reporting.
Serving, monitoring, and continuous improvement loops that keep models SOTA post‑launch.
We’re assembling a compact, world‑class team. Remote‑friendly. If you’re obsessed with pushing baselines, we’d love to hear from you.
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Let’s discuss your problem space, constraints, and success criteria.