Softwarebuilt infull frame.
FullFrameDev designs, builds and runs AI agents, data pipelines, smart contracts and the cloud they live on. One team from the first conversation to the launch, and after it.
Start a projectA typical build: app, agent, data, chain, and the cloud around them.
- Since
- 2023
- Security
- ISO 27001
- Fields
- AI · Data · Web3 · Cloud
- Reach
- Remote, worldwide
Selected work
Results first. Then how we got there.
Seed
round raised
AI financial advisory platform
Co-founded and built the MVP of an AI-driven budgeting app for Gen Z users, with an LLM engine for personal financial insights. The product validation secured the first funding round.
LLM, React, AWS, Startup
40%
faster model deploys
MLOps pipelines for large language models
Designed and ran the MLOps platform on AWS EKS for a B2B SaaS company, cut deployment time by 40% and lifted customer prediction accuracy by 90% with fine-tuned GPT-4 models.
Kubernetes, AWS, GPT-4, MLflow
1M+
records a day
ETL pipeline and data warehouse
Built pipelines feeding more than a million daily records into a PostgreSQL warehouse, with anomaly detection on data quality and KPI dashboards in PowerBI and Python.
PostgreSQL, Python, PowerBI, ETL
20%
lower cloud cost
Cloud-native microservices
Moved a monolith to AWS Lambda and DynamoDB services, with Docker, Terraform and GitHub Actions carrying every deploy. Infrastructure cost fell by a fifth.
Lambda, DynamoDB, Terraform, CI/CD
3+
upstream PRs merged
Open-source Kubernetes MLOps
Contributed orchestration improvements to community MLOps tooling built on Kubernetes, MLflow and Docker, working with maintainers across time zones.
Open source, Kubernetes, Docker
1.3
thesis grade
Scalable LLM deployment, researched
Bachelor's thesis on MLOps for deploying large language models in cloud environments, the groundwork for how we run model infrastructure today.
Research, LLM, Cloud
ISO
27001 certified
Multi-cloud security programme
Introduced OWASP practice across AWS, GCP and Azure and took the organisation through ISO 27001 certification without slowing delivery.
OWASP, AWS, GCP, Azure
Services
Six things we do well, and nothing we don't.
AI agents and fine-tuning
Models trained on your domain that answer, act and hand over like a member of your team.
LLM agents, fine-tuning, evaluation, retrieval
Web3 and blockchain
Smart contracts, dApps, wallets and token logic, audited and shipped to mainnet.
Solidity, dApps, wallets, NFT logic
Data engineering and analytics
Pipelines that turn raw records into dashboards people read every morning.
ETL, warehouses, dashboards, anomaly detection
Servers and automation
MCP servers, CI/CD and bot orchestration that keep running when nobody is watching.
MCP, CI/CD, Kubernetes, Terraform
Architecture and consulting
System designs you can still extend in five years, written down so your team can own them.
system design, reviews, migrations, scaling
Security and compliance
ISO 27001 practice, OWASP standards and DevSecOps built into the delivery, not bolted on.
ISO 27001, OWASP, DevSecOps, multi-cloud
Process
Four steps. The last one doesn't end.
Step 1 of 4. The dashed edge is the way back: a launch is the start of the next cycle.
- 1
Discover
We start with your goals, your constraints and the systems you already run, and write a scope you can hold us to.
- 2
Design
Architecture and interface together: what runs where, what it costs, and what a user sees on day one.
- 3
Build
Short cycles, working software at the end of each one, tests and reviews on every change.
- 4
Run
We set up the pipelines and infrastructure, launch with you, and stay on for monitoring and the next release.
Contact
Tell us what you want to build.
- A reply within one business day.
- A written scope and an itemised quote. No hidden fees.
- The same engineers from the first call to the launch.
Prefer to talk? Book a , write to hi@fullframe.dev, or find us on Fiverr.