You will get Enterprise AI Tech Stack and Architecture Review
Top Rated
Project details
Most AI projects fail because of unscalable, insecure, or cost-prohibitive architectural decisions. If you are building a multi-agent system, a RAG pipeline, or an AI SaaS product, you need a definitive reality check from a Fractional CTO who actually ships production systems.
I will tear down your proposed or existing architecture, identify scaling bottlenecks, and map out a bulletproof execution plan. We will validate your vector databases, LLM routing, and cloud infrastructure to ensure your system is reliable, accurate, and economically viable at scale.
šŖšµš®š šš šš»š°š¹šš±š²š± š¶š» š§šµš¶š š£šæš¼š·š²š°š:
ā Tech Stack Validation: A hard review of your chosen tools (Python, TypeScript, LangChain, Pinecone, AWS/GCP) to ensure they fit your specific enterprise needs.
ā Cost & Scaling Analysis: Identifying where token costs or compute latency will bottleneck your business.
ā Risk Assessment: Highlighting security, compliance, or hallucination risks in your current data flow.
ā The Architecture Blueprint: A comprehensive technical document detailing the exact architecture, database schemas, and multi-agent loops required to build your system correctly the first time.
I will tear down your proposed or existing architecture, identify scaling bottlenecks, and map out a bulletproof execution plan. We will validate your vector databases, LLM routing, and cloud infrastructure to ensure your system is reliable, accurate, and economically viable at scale.
šŖšµš®š šš šš»š°š¹šš±š²š± š¶š» š§šµš¶š š£šæš¼š·š²š°š:
ā Tech Stack Validation: A hard review of your chosen tools (Python, TypeScript, LangChain, Pinecone, AWS/GCP) to ensure they fit your specific enterprise needs.
ā Cost & Scaling Analysis: Identifying where token costs or compute latency will bottleneck your business.
ā Risk Assessment: Highlighting security, compliance, or hallucination risks in your current data flow.
ā The Architecture Blueprint: A comprehensive technical document detailing the exact architecture, database schemas, and multi-agent loops required to build your system correctly the first time.
AI Algorithms
AdaBoost, Convolutional Neural Network, Feedforward Neural Network, Generative Adversarial Network, Large Language Model, Long Short-Term Memory Network, Multilayer Perceptron, Multimodal Large Language Model, Recurrent Neural Network, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Speech, AI-Generated Code, AIOps, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment Analysis, Time Series Analysis, Time Series ForecastingAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, Jasper AI, NVIDIA AI Platform, PyTorch, Replit, Streamlit, TensorFlow, Word2vecAI Models
BLOOM, ChatGPT, DALL-E, GPT-3, GPT-4, GPT-Neo, LLaMA, Midjourney AI, Naive Bayes Classifier, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$599
|
Standard
$3,999
|
Advanced
$5,999
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 15 days |
Number of Revisions | 3 | 3 | 3 |
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 |
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PA
Paul-Miki A.
Jun 30, 2025
Build full-stack
He is such an intelligent and efficient freelancer. He went above and beyond for the project and it always available to troubleshoot and fix issues. I will definitely hire him again.
SD
Sam D.
Mar 23, 2025
Senior Blockchain Developer for NFT Marketplace
Shanto is serious, proactive and reliable. he is open to research and resolving challenges.
CB
Cooldige B.
Dec 15, 2024
30 minute consultation
SD
Sam D.
Oct 30, 2024
Senior Blockchain Developer for NFT Marketplace
Thank you very much!!!
DH
Daniel H.
Sep 20, 2024
Build a React Native and TypeScript mobile app
About Shanto
Full-Stack AI Developer & Architect | Agentic AI, Claude, Python, SaaS
100%
Job Success
Dhaka, BangladeshĀ - 2:22 pm local time
I help businesses strategize, architect, and implement end-to-end AI and automation pipelines. Clients often hire me looking for a developer, but they get a strategic technical partner who takes full ownership of the project from idea to deployment.
- Upwork Top Rated
- Architected and led a VC-backed FinTech AI pipeline
- Fractional CTO for an acquired PharmaTech AI agent platform
- Developed custom PropTech and B2B AI SaaS platforms
- Trusted by global clients across the US, Canada, UK, Sweden, and beyondāfrom startups to enterprise organizations
Whether you need to integrate Claude into your operations, deploy voice AI agents, or build complex n8n, Make, or OpenClaw workflows for your CRM (Salesforce, GoHighLevel) and ERP, my team and I deliver the complete package.
Because enterprise AI requires absolute security, I actively hard-code regulatory guardrails into AI models. I recently engineered a custom AI compliance engine for a PharmaTech platform, enforcing strict line-by-line rules to guarantee compliance with standards like GDPR and HIPAA.
As a founder and technical leader, I don't just write code. I build engineering cultures. I manage technical teams to ensure continuous, cost-effective innovation, utilizing deep expertise in cloud infrastructure and DevOps (AWS, CI/CD, Docker, Kubernetes) to ensure every deployment is production-ready and future-proof.
If your organization requires more than just a contractor, and you need a strategic technical partner to architect your AI roadmap, lead your implementation, and save your company millions in operational friction, let's connect. Message me to explore how we can scale your next venture.
Core Technical Competencies
Engineering Leadership & Architecture: System Design, Lucidchart, Miro, Linear, Confluence, Notion, Jira, Agile/Scrum Management.
AI & Machine Learning Infrastructure: Deep Learning, Machine Learning, NLP, PyTorch, TensorFlow, ChatGPT, ChatGPT-4, LLAMA2, Retrieval-Augmented Generation (RAG), LangChain, Pinecone, DialogFlow.
Observability, Cloud & DevOps: Datadog, Sentry, Prometheus, Grafana, AWS, Azure, Google Cloud Platform (GCP), Docker, Kubernetes, Terraform, Jenkins, CI/CD pipelines.
Security & Compliance: Vanta, Drata, Snyk, SonarQube, GDPR & HIPAA Compliance Architecture, Auth0.
Backend & API Architecture: NodeJS, ExpressJS, Django, Ruby On Rails, PHP, Laravel, REST APIs, GraphQL, WebSockets, Stripe, PayPal, SERP API, Google APIs.
Frontend & Mobile Ecosystem: React, React Native, NextJS, TypeScript, VueJS, Angular, TailwindCSS, ElectronJS, HTML, CSS.
Database & Data Warehousing: PostgreSQL, MySQL, MongoDB, MariaDB, Firebase, Oracle, Snowflake.
Core Skills
Executive & Architecture: Fractional CTO, Chief Technology Officer, Technical Leadership, Technical Co-Founder, AI Strategy, System Architecture, System Design, Backend Engineering, SaaS Architect, Enterprise Architecture, ERM, ERP, AlgoTrading, Algorithmic Trading, Data Mining, Automation.
AI & Machine Learning: AI Agents, Multi-Agent AI Developer, Multi-Agent AI, AI Mobile Applications Development, LLM, Large Language Model, OpenAI, Llama3, LLAMA-2, Deep Learning, Machine Learning, Generative AI Development, GenAI, RAG, Retrieval Augmented Generation, Prompt Engineering, NLP, ChatBOT Development, ChatGPT Integration, ChatGPT API, Sentiment Analysis, Recommendation System, AI Compliance, LLM Orchestration, Pinecone, OpenClaw, ClawdBot, ChatGPT
Software Development & SaaS: Full-Stack Development, Frontend Development, Web Application Development, Cloud Application Development, Dashboard Development, CMS, SaaS Developer, SaaS Platform Development, SaaS Maintenance, Mobile Application Development, Cross Platform Mobile Application Development, iOS App Developer, Android App Developer.
Tech Stack (Languages & Frameworks): MERN Stack, MEAN Stack, React, ReactJS, React Native, NextJS, TypeScript, VueJS, Angular, NodeJS, ExpressJS, Python, Flask, FastAPI, Django, Ruby On Rails, PHP, Laravel, ElectronJS, HTML, CSS, Numpy, GraphQL, RESTful APIs, HTTP(s) Protocol.
DevOps, Cloud & Observability: AWS, Amazon Web Services, Azure, GCP, Google Cloud Platform, CI/CD, Continuous Integration, Continuous Deployment, Docker, Kubernetes, Jenkins, Terraform, Datadog, New Relic, Sentry, Prometheus, Grafana.
Databases & APIs: PostgreSQL, MySQL, MongoDB, Firebase, Oracle, MariaDB, Snowflake, Stripe, PayPal, Authorize.net, BitAps, RevenueCat, Google APIs, SERP API.
Security, Compliance & Management: HIPAA Compliance, GDPR Compliance, Vanta, Drata, Snyk, SonarQube, Auth0, Jira, Trello
Steps for completing your project
After purchasing the project, send requirements so Shanto can start the project.
Delivery time starts when Shanto receives requirements from you.
Shanto works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Document Review
I will review your provided PRDs, existing codebase, and architecture diagrams (Miro, Lucidchart) to map out your current technical baseline.
Stakeholder Strategy Session
We will hold a deep-dive call to align your technical architecture with your business goals, expected user scale, and budget constraints.