Top AI talent isn't onLinkedIn.
Octopod AI finds them on GitHub, Hugging Face and LinkedIn — then merges their profiles and ranks them so you don't have to.
How Octopod builds a profile
Data from GitHub, LinkedIn, and Hugging Face flows through our AI engine to create scored, unified candidate profiles.
GitHub
@akirakimura
Akira Kimura
Hugging Face
@akirakimura
12
Models
50K
Downloads
3
Datasets
GitHub
@akirakimura
Akira Kimura
Hugging Face
@akirakimura
12
Models
50K
Downloads
3
Datasets
Profiles Tracked
We continuously crawl three of the world's largest developer platforms, scoring every meaningful signal so the right candidate is always one search away.
GitHub profiles tracked
2,847,3120Hugging Face profiles tracked
LinkedIn profiles tracked
Repositories tracked
Commits analyzed
New activities daily
Hugging FaceModels & datasets tracked
Spaces analyzed
New uploads daily
Engineer profiles indexed
Skills & endorsements mapped
Profile updates daily
One unified profile, zero guesswork
Octopod's proprietary algorithm analyzes commits, repos, open-source impact, and professional activity across GitHub, LinkedIn, and Hugging Face — so you see exactly who's shipping real code before you ever reach out.
AKIRA KIMURA
ELITE@akiracodes
Staff ML Engineer at Scale AI
Staff ML Engineer | Ex-Google Brain | NeurIPS Published
3,513 contributions this year
Projects
Semantic search engine using transformer embeddings — handles 10M+ vectors with sub-50ms latency. Used in production by 3 YC companies.
Coding Languages
SARAH JOHNSON
ELITE@sarahdev
Principal Engineer at Datadog
Principal Engineer | Building observability at scale | Ex-AWS
2,847 contributions this year
Projects
Real-time Kubernetes cluster monitoring with auto-scaling recommendations, cost analysis, and Slack alerting.
Coding Languages
MIKE ZHANG
SHARP@mikezhang
Senior ML Engineer at NVIDIA
Senior ML Engineer @ NVIDIA | CUDA Optimization | PyTorch Core Contrib
4,102 contributions this year
Projects
Fine-tuning framework for LLMs — supports LoRA, QLoRA, and full fine-tuning on consumer GPUs. 27 pretrained adapters on HuggingFace.
Coding Languages
Talent leaderboard
Top engineers ranked by real contributions across GitHub, Hugging Face, and LinkedIn.
Akira Kimura
San Francisco
Sarah Johnson
New York
Mike Zhang
Seattle
Lisa Park
Austin
Raj Desai
London
Amy Wu
Toronto
Carlos Rivera
Berlin
Nina Petrov
Singapore
James Okonkwo
Lagos
Elena Vasquez
Barcelona
Explore company org structures
See how top companies organize their engineering teams — and where candidate profile would fit in.
Recruiter
Viewing profile
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