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You will get Scalable & Secure Vector DB on ICP – 25% Off One-Time Setup
Top Rated
Project details
Vektaris delivers a hacker-proof, decentralized vector database on the Internet Computer Protocol. You get a private 4 GB canister—encrypted, immutable, and globally distributed—so your embeddings never live on a central server and only you hold the keys. Query AI vectors at sub-100 ms via a simple JSON API with built-in RAG support and real-time analytics. No vendor lock-in, no hidden throttling, no single point of failure.
Upwork Setup Service (25 % Off)
This gig covers one-time canister provisioning and configuration only. To proceed, you’ll need to provide an active Vektaris API key, which confirms your subscription and grants us permission to deploy and secure your canister.
Upwork Setup Service (25 % Off)
This gig covers one-time canister provisioning and configuration only. To proceed, you’ll need to provide an active Vektaris API key, which confirms your subscription and grants us permission to deploy and secure your canister.
AI Development Type
Knowledge Representation, Model Tuning, Recommendation SystemAI Tools
deeplearn.js, Keras, PyTorch, Sonnet, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$674
|
Standard
$1,299
|
Advanced
$1,999
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 0 | ||
AI Model Integration | - | ||
Detailed Code Comments | - | ||
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | - | - | - |
Taxonomy | - | - | - |
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CP
Charley P.
Jan 11, 2026
20 high value-able emails for AI Engineering Email Marketing
Sam produces top notch work he is super flexible, and gets it done rapido
MM
Myah M.
Nov 23, 2025
Senior Full-Stack Developer & AI Architect
Sam has been an excellent development partner, providing strategic AI insights and practical guidance throughout the requirements process. He clearly outlined the strengths of various UI code generation approaches and offered strong recommendations for ensuring reliability and scalability. His expertise and collaboration have greatly strengthened this project. I would highly recommend him and look forward to future collaboration.
CP
Charley P.
Oct 22, 2025
Finalize Outline
He was great, super efficient extremely knowledgeable of the topic and very patient
JW
Joanne W.
Jul 30, 2025
60 minute consultation
Excellent consultation.
RD
Ryan D.
Jul 22, 2025
Developing an MVP AI Therapist Mobile App using Re
Sam was incredibly fast and guided me through this whole process. I would recommend him to anyone!
About Samuel
Fractional CTO & AI Architect | Production AI, Agents, RAG, Full-Stack
100%
Job Success
Miami Beach, United States - 6:15 pm local time
I am a senior AI systems architect, technical lead, and founder of an AI company I started in 2019, focused on AI integration, production AI systems, and full-stack development for startups and small businesses. I have over 20 years of software experience and roughly a decade working with production AI systems. My background includes CTO roles, senior engineering leadership, full-stack development, AI infrastructure, fraud systems, automation platforms, retrieval systems, and private knowledge systems.
I typically work with startups, founders, and smaller companies that need senior technical judgment but may not need or be ready for a full-time executive hire. In some engagements, I operate as a hands-on senior architect or technical lead. In others, I step into a fractional CTO role to define architecture, guide engineers, make technical decisions, and protect the product from short-term thinking.
I have worked across hundreds of projects, ranging from small focused builds to larger platform-level systems. The common thread is that clients come to me when they need someone senior enough to understand the business goal, the technical risk, and the production constraints.
My work is not focused on quick demos, wrappers, or fragile prototypes. I design and build AI systems that can survive real users, real data, security requirements, latency constraints, cost pressure, infrastructure limits, and long-term maintenance.
I specialize in:
Production AI systems
AI agents and multi-agent orchestration
RAG and private knowledge systems
On-prem and local LLM deployments
Full-stack AI applications
Secure automation platforms
Technical strategy and architecture
Engineering leadership
AI system audits and rebuilds
My stack includes OpenAI, Anthropic, LlamaIndex, LangChain, LangGraph, CrewAI, AutoGen, Semantic Kernel, Ollama, Next.js, React, TypeScript, Node.js, Python, Rust, Tauri, Docker, PostgreSQL, vector databases, cloud infrastructure, GPU deployments, and private LLM systems.
I am best suited for founders and teams that need senior ownership, not just task execution. That may mean architecting a system from scratch, rebuilding something unstable, reviewing technical decisions, leading engineers, creating a scalable AI roadmap, or taking ownership from design through deployment.
I do not just ask whether something can be built.
I ask whether it can be secured, tested, deployed, scaled, maintained, and trusted after the demo is over.
That is where I operate.
Steps for completing your project
After purchasing the project, send requirements so Samuel can start the project.
Delivery time starts when Samuel receives requirements from you.
Samuel works on your project following the steps below.
Revisions may occur after the delivery date.
Purchase & Requirements Submission
Client selects the desired Vektaris tier and provides project requirements
Onboarding Consultation Call
Schedule a brief call to clarify goals, data types, integration endpoints, and success criteria.