Data-first company building large-scale intelligent systems
A team of leading experts turning complex infrastructure, data and automation problems into reliable, production-grade platforms for enterprises.
Who We Are
Leading Experts
Over a decade of experience building mission-critical systems for the biggest names in tech and fastest-growing Silicon Valley startups.
Deep Expertise
Large-scale distributed systems, orchestration, high-performance streaming, embedded engineering, blockchain, ML, deep learning, distributed NN training, and high-frequency trading.
Industry Leaders
Contributors to ScyllaDB, Kubernetes, Azure Maps, and advanced analytics systems used by Visa, United Airlines, and Bank of America.
What We Focus On
We are a data-first engineering company.
Our work centers on large-scale automation, causal AI simulations, Distributed Neural Network (NN) training, and the development of custom tooling for advanced security and data analysis.
We build systems that uncover hidden potential, transform data into strategic leverage, and deliver operational efficiency at massive scale.
What We Can Do for You
Identify & Optimize
We help organizations identify bottlenecks, surface opportunities within their data, and simplify complex processes across the business.
Build Custom Solutions
Whether you need automation, ML systems, scalable distributed architectures, or analytics platforms - we design and build it.
If it fits your use case and moves your business forward,we deliver it end-to-end.
Our Products
Cutting-edge solutions powered by advanced AI and distributed systems
LinkPal→
AI-Driven Lead Generation Platform
A next-generation social network outreach platform offering personalized engagement, automated pipelines, and intelligent lead discovery.
Smart City→
Distributed NN Training
Each device learns from its own unique data, discovering optimal patterns. Together, they build collective intelligence - without ever sharing private information.
Florida Real Estate→
Causal AI / Property Prediction
See how interest rates, population growth, tourism, and other factors causally affect Florida property prices. Run what-if scenarios like hurricanes or Fed rate cuts.
US Economy→
Macroeconomic Simulation
Explore how Fed policy, government spending, trade balance, and consumer behavior ripple through the economy. See GDP, inflation, and unemployment respond to policy changes.
Distributed Learning→
Humanoid Robotics / Unparalleled Scale
Humanoid robots operate in different environments - walking, running, adapting. Each learns from its own experience, syncs knowledge with others, and gains collective intelligence to handle any terrain - without sharing private data.
Learn Deep Learning
Educational content on the foundations of AI and neural networks
Math Foundations→
Derivatives & matrix operations
Neural Networks→
Forward propagation & fully connected layers
Activation Functions→
ReLU, Sigmoid, Tanh, Softmax explained
Backpropagation→
How networks learn from mistakes
PyTorch & TensorFlow→
Under the hood of DL frameworks
GPU & CUDA→
Parallel computing deep dive
Advanced Series
Causal Neural Networks→
Florida Real Estate Case Study
Edge AI & Distributed Training→
Training Across Multiple Devices
Profiling & Model Averaging→
How Big Tech Profiles You with Model Avg
Privacy & Security→
DP, Attacks & Secure Aggregation
Byzantine Fault Tolerance→
Defending Against Malicious Clients
Streaming Aggregation→
Real-Time GPU Processing
1-Bit Gradient Compression→
CUDA Warp Primitives
Edge AI: Chip Design→
From ARM to In-Memory Computing
Do NN Need Image-Based Training?→
Why Structured Data Beats Vision
One-Click Edge Training→
Distributed Sync & Deployment
Computer Vision Series
Why Work With Us
10+ Years Experience
Building mission-critical systems
Fortune 500 Scale
Experience operating at enterprise level
Deep Expertise
Distributed systems, ML, automation
Precision Engineering
Enterprise-grade reliability
End-to-End Execution
Complex technical challenges solved
Top-Tier Team
Senior engineers only with proven track records in the biggest names in tech
Contact Us
Tell us briefly about your infrastructure, data and automation challenges. We will respond with a concrete proposal, not generic sales talk.
[email protected]