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Overview
Strategy and creativity for impactful brands specializing increating engaging brand strategies for our clients.
News
Mandala Studio
Draw with radial symmetry, or generate a mandala from 19 motif types, 24 palettes and 9 colour harmonies. One page, nothing saved, no accounts.
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Report
The curious symmetry between quantum error correction and the brain
The discovery that neural networks and quantum computers protect information using the exact same playbook has implications for neuroscientists and physicsts alike.
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Report
Building Access Appalachia
Sometimes the best ideas come from living them. After more than two decades working in tourism and destination development, Symmetry Principal Ben Isenberg has helped communities across the country strengthen their economies through thoughtful destination
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Report
Sanctum of Living Symmetry Generative Organism
A luminous interactive Three.js organism turning inside a glass sanctum, with pollen cores, coral beads, filigree tendrils, and living radial symmetry.
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Report
General Robotics Lab Duke University Discovery Robotics Research
General Robotics Lab at Duke University - Building discovery machines that learn, act, and collaborate by discovering how the world works. Research in embodied intelligence, robotics, AI, machine learning, and human-robot collaboration.
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Technologies
Tech DNA
Python
SQL
FastAPI
LangChain
LlamaIndex
LLM
LoRA
PEFT
AI/ML
Python
SQL
Vector
AI Agents
Embeddings
Fine-tuning
GraphRAG
LangChain
LlamaIndex
LLM
LoRA
PEFT
Prompt Engineering
Transformers
Other
FastAPI
Stack modernity
91/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
3 jobs
Required
Vector
3 jobs
Required
SQL
2 jobs
Required
LangChain
1 job
Required
LlamaIndex
1 job
Required
LoRA
1 job
Required
FastAPI
1 job
Required
Fine-tuning
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
6%
SQL
5%
AI Agents
3%
LLM
3%
Prompt Engineering
2%
LangChain
1%
Share of companies in the same industry that use each technology.
Stack changes
Transformers
Sep 2026
Prompt Engineering
Sep 2026
PEFT
Sep 2026
LoRA
Sep 2026
LLM
Sep 2026
LlamaIndex
Sep 2026
LangChain
Sep 2026
GraphRAG
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
58/100
Growing
Open positions
3
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
09/05/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
67% ▼
AI/ML
33% ▼
Activity Timeline
Added Transformers to stack
Sep 2026
Added Prompt Engineering to stack
Sep 2026
Added PEFT to stack
Sep 2026
Added LoRA to stack
Sep 2026
Added LLM to stack
Sep 2026
Added LlamaIndex to stack
Sep 2026
Added LangChain to stack
Sep 2026
Added GraphRAG to stack
Sep 2026
Added Fine-tuning to stack
Sep 2026
Added FastAPI to stack
Sep 2026
Added Embeddings to stack
Sep 2026
Added AI Agents to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Seattle
Seattle
United States
Engineering / R&D
2 open roles 100% engineering
hires for AI/ML, Backend
Jobs
≈ $27k – $68k per year (Estimated) • Remote • Full-Time
Python
SQL
Vector
Apply
≈ $138k – $250k per year (Estimated) • In office • Full-Time • Seattle
Python
SQL
Vector
Apply
≈ $135k – $296k per year (Estimated) • In office • Full-Time • Seattle
Python
FastAPI
AI/ML
AI Agents
Embeddings
Fine-tuning
GraphRAG
LangChain
LlamaIndex
LLM
LoRA
PEFT
Prompt Engineering
Transformers
DevOps
Vector
Apply

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