Founder-Led AI & Data Systems

Systems optimized
for independence.

We transform operational complexity into autonomous agents and high-performance data infrastructure.
Proven Reliability
Trusted by builders, verified by data.
0Years Experience
Engineering FundamentalsWeb, backend, databases
Data & ML PhaseData science, models, analytics
Production SystemsScalable systems, APIs, infra
AI & Decision SystemsPredictive models, automation
0Projects Delivered
React / Next.js
30
BI & AI Systems
25
Data Science
15
Mobile / Desktop
12
Target: 100+70%

Scaling toward the next milestone.

0Key Sectors
Healthcare & Medical
Gaming & Platforms
Construction
Banking & Finance
ETHOS
“We don’t chase trends. We engineer systems that survive them.”
Gulzar Ahmed
Founder & Engineer
PROCESS
Engineered for Velocity

Our process is linear, transparent, and focused on shipping value at every stage.

Discover

We dive deep into your data and business logic. No assumptions, just rigorous analysis.

Architect

Designing the blueprint. We select the right models, data pipelines, and infrastructure.

Build

Execution with precision. Clean code, robust APIs, and scalable database schemas.

Optimize

Continuous improvement. We refine algorithms and performance based on real-world usage.

CAPABILITIES
Technical Precision

AI & Machine Learning Systems

Production-grade intelligence, not demos

We move beyond chat interfaces to build autonomous agents and fine-tuned models that execute complex workflows on your proprietary data.

Core Stack

OpenAIHugging FacePythonLangChainPinecone

Data Analytics & Decision Systems

Turning raw data into executive clarity

Eliminate spreadsheet chaos with a single source of truth. We engineer automated pipelines that clean, aggregate, and visualize your most critical metrics.

Core Stack

Apache AirflowdbtSnowflakePower BISQL

Scalable Web & Platform Architecture

Built for load, security, and longevity

Systems designed for scale from day one. We build modular, secure, and high-performance applications that handle complex user permissions and heavy traffic.

Core Stack

Next.jsReactNode.jsPostgreSQLAWS

Industry-Specific Intelligence

Context-aware systems, not generic AI

Our systems understand your vertical. From HIPAA-compliant healthcare data pipes to predictive risk modeling for construction and real estate.

Core Stack

HealthcareFinanceConstructionEducationLogistics
WORK
Selected Work

Independent, research-driven work for clients, small businesses, and stealth teams (details shared selectively).

Ready to build?

Turn your operational complexity into a competitive advantage.