You will get a web interface AI Agent that answers queries about uploaded documents
Top Rated
Project details
We'll build you a custom RAG chat agent that can answer from the data you've uploaded. The chat agent will be hosted in Google Cloud Platforms Compute Engine, and will be backed by several GCP services including Cloud SQL and Vertex AI.
You'll be able to upload files to a Cloud Storage Bucket, and they will be processed into the vector database for generative retrieval using natural language chat in our basic web interface built in Python.
Only text, via PDF, docx, txt, csv, xlsx, and xls is supported out of the box. Image recognition support not included. Revisions do not include new features requiring additional infrastructure resources or endpoints.
You'll be able to upload files to a Cloud Storage Bucket, and they will be processed into the vector database for generative retrieval using natural language chat in our basic web interface built in Python.
Only text, via PDF, docx, txt, csv, xlsx, and xls is supported out of the box. Image recognition support not included. Revisions do not include new features requiring additional infrastructure resources or endpoints.
AI Algorithms
Large Language ModelAI Applications
AI Chatbot, Automatic Speech Recognition, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Models
ChatGPT, GPT-3, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$1,000
|
Standard
$2,000
|
Advanced
$4,000
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 2 | 4 | 10 |
AI Model Integration | - | ||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | - | - | |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | |
Model Testing & Optimization | - | ||
Model Tuning | - | - | |
Natural Language Processing | |||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | |
Source Code | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$400 - $2,000
Additional Revision
+$50
Document Metadata
+$1,000
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KN
Kumiko N.
Feb 19, 2026
30 minute consultation
ML
Milton L.
Feb 9, 2026
Google Cloud Console
While our work together was obviously brief, Don was engaged in order to help with a critical error we were confronted by and despite several of us having knowledge of FileMaker and its various versions we were at a loss to solve.
Don immediately understood the issue and was able to solve our problem easily and with great responsiveness. I have no doubt had we required a longer engagement he would have been equally effective. Cloud Pathfinder Services has been a pleasure to work with and I would eagerly use them again.
Don immediately understood the issue and was able to solve our problem easily and with great responsiveness. I have no doubt had we required a longer engagement he would have been equally effective. Cloud Pathfinder Services has been a pleasure to work with and I would eagerly use them again.
JP
Jessie P.
Feb 3, 2026
GCP Architect - Migration and Arch Review
I can’t say enough wonderful things about Don. He is a rare talent who balances deep technical mastery of Azure and GCP with a truly methodical approach to project work. Don is incredibly thorough; his projects are well thought out from day one, and he is the rare freelancer who provides honest, realistic bidding—never undercutting just to blow the budget later. Most importantly, his troubleshooting skills are elite. He can diagnose complex issues on the fly and provide senior-level guidance that saves both time and money. If you need a reliable architect who can solve the toughest problems while keeping a project on track, Don is definitely your guy.
AM
Alykhan M.
Jan 3, 2026
Azure Assessment
CW
Camille W.
Jan 2, 2026
Enterprise Cloud Architect
About Donald
Leading Architect & CTO | AI/ML | Data | Cloud | Web Apps | InfoSec
100%
Job Success
Toronto, Canada - 10:03 pm local time
Hi, I'm Don, a senior level AI/ML Architect and Fractional CTO. Since 2011, I have been driving transformations for successful startups, scale-ups, SMEs, and enterprises like TELUS, Google, IBM, JP Morgan, CDW, and Walt Disney Parks and Resorts. If you need expedited high quality work or an individual who an solve the unsolvable, I'm one of those people who will preserver and succeed
I have hands-on technology daily, and continue to work as a lead AI/ML engineer/architect, expert web and software designer/developer, security specialist, consultant, and director who can effectively design, build, plan, and lead using methods that bring true value. Several smaller orgs have depended on me to launch their business, or prevent the collapse of an existing one, and I've delivered every time.
I've been leading full-projects across industry and government regulated environments, cloud, AI/ML, data, web, SaaS, InfoSec, networking, and systems since 2011. I've also worked with orgs specializing in industry firsts in AI, government, finance, energy, eCommerce, CRM/ERP, blockchain and crypto, environmental, construction, facilities management, education, data processing, GPU data centers, enterprise SaaS, cyber security,--and a variety of Azure, Google Cloud, and AWS Partners. Come and find out why so many clients trust me.. Your project done right --it matters to me too.
𝐐𝐮𝐚𝐥𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬
‧ Mini-MBA in AI from Rutgers University (2025)
‧ Deans Honor List grad from ITAS at VIU (2012)
‧ IEEE Member & TrueNorthCTO contributor
‧ Google Cloud Certified Professional Cloud Architect
‧ Microsoft Certified Azure Solutions Architect Expert
‧ Original founder of Cloud Pathfinder Services Inc.
‧ Awarded with the Upwork Expert Vetted label (Top 1%) in 2020
‧ Offered a co-founder role during existing employment on two separate occasions
‧ I have more written work recommendations then you'll have time to read
𝐁𝐚𝐜𝐤𝐠𝐫𝐨𝐮𝐧𝐝 & 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐈𝐦𝐩𝐚𝐜𝐭
I give back to our local community through volunteering to feed the homeless, was formally recognized by the Salvation Army for volunteer work supporting marginalized communities. My aim is to be supportive and create an environment where people can feel they are truly cared about.
After being hand selected by my professors to be a board member for a nationally recognized First Nations conference at Vancouver Island University in 2011, I was also given the opportunity to assist the Governor General of Canada during the conference. I'll bring this same drive for excellence to your organization or project, should you want it.
.
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Key terms:
14 programming languages, Google Workspace, Office 365, Anthos, Lovable.dev, CFO, CIO, Incubator, Pytorch, Pinokio, LM Studio, Orpheus TTS, voice agents, PBX, Vertex AI, AIOps, MCP, RCA, xAI, ITSM, ITIL, SRE, DevSecOps, LLMOps, LLM, Vector, federated learning, neo4j, CNN, DNN, RNN, Jupyter, NLP, OCR, Textract, Pyspark, Yuma consensus, Apache Spark, Hadoop, TensorFlow, LangGraph, MLOps, Claude Code, Clawdbot, Moltbot, Anthropic, mask2former, transformer models, graph neural network GNN, CAD recognition, roboflow, huggingface, Graph DB. base44, CVat, spec driven development, foundation models, Bittensor, validator, Windows, Linux, Apache Nutch, API, AWS, Active Directory, App Service, Cosmos DB, Azure DevOps, Asynchronous, Firewall, Functions, IAM, Key Vault, Azure Kubernetes, AKS, Logic Apps, Azure Policy, PostgreSQL, Site Recovery, Azure SQL & SQL MI, Synapse Analytics, Full-stack, senior architect, principal senior engineer, CentOS, ChatGPT, Cloud Armor, TCP/IP, Cloud Vision, Cloudflare, CIS, COPA, CRM/ERP, Cursor, Data Warehousing, database architect, Dataprep, Dataproc, Dataflow, Datastore, Debian, DNS, Document AI, Elastic, ETL Pipelines, ELT, EventArc, Exchange, F5, Firebase, Financial strategy, Funding, Data Room, Gantt, Cloud API integrations, Landing zone, GCP, Google CLI, IAM & Identity, Instance Groups, ISO 27001, IIS, Kubernetes Engine, DevOps, Jira, clickup, LangChain, LAMP, low code, Lucid, Marketing, MLOps, Mobile, Monday, no code, Nginx, Compliance, GDPR, HIPPA, EU AI Act, Pub/Sub, RAG Model, Rafay, Red Hat, Security audits, VC funding, SharePoint, SOC 2, SOP, SoW, Spanner, Stackdriver, Streamlit, Terragrunt, Terratest, Ubuntu, vNet, Vibe Coding, Visio, VMware, VPN, VPC, Web development, Wireshark, Windows, DCs, Zabbix, Obsidian, Perplexity, Jeeva, Google Labs, Gumloop, Gamma , loop prompting, loop based development,
Steps for completing your project
After purchasing the project, send requirements so Donald can start the project.
Delivery time starts when Donald receives requirements from you.
Donald works on your project following the steps below.
Revisions may occur after the delivery date.
Gain Project Access
Once we're in GCP, we can start building.
Build out the chat and RAG system
We'll build and prep the system using the data you've provided.