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You will get an AI architecture assessment and practical implementation roadmap
Project details
I will assess your current or proposed AI architecture and deliver practical findings, target-state recommendations, and an implementation roadmap.
This service is suitable for generative AI, RAG, AI agents, copilots, enterprise knowledge systems, and intelligent workflows.
The assessment may cover business alignment, data readiness, model selection, retrieval quality, vector databases, multi-agent workflows, APIs, security, governance, performance, cost, MLOps, auditability, and operational readiness.
Depending on the selected package, you may receive a readiness assessment, risk register, target architecture, governance recommendations, success metrics, and a phased roadmap.
With more than 24 years of experience in software engineering, enterprise architecture, product development, and technology leadership, I combine hands-on technical analysis with business and delivery perspective.
The assessment is tailored to your use case, architecture, deployment model, risk profile, and regulatory requirements. The goal is to determine whether the complete AI system can operate securely, reliably, and at scale.
This service is suitable for generative AI, RAG, AI agents, copilots, enterprise knowledge systems, and intelligent workflows.
The assessment may cover business alignment, data readiness, model selection, retrieval quality, vector databases, multi-agent workflows, APIs, security, governance, performance, cost, MLOps, auditability, and operational readiness.
Depending on the selected package, you may receive a readiness assessment, risk register, target architecture, governance recommendations, success metrics, and a phased roadmap.
With more than 24 years of experience in software engineering, enterprise architecture, product development, and technology leadership, I combine hands-on technical analysis with business and delivery perspective.
The assessment is tailored to your use case, architecture, deployment model, risk profile, and regulatory requirements. The goal is to determine whether the complete AI system can operate securely, reliably, and at scale.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI-Enhanced Classification, AI-Generated Code, AIOps, Conversational AI, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Gradio, Hugging Face, PyTorch, StreamlitAI Models
BERT, ChatGPT, GPT-4, LaMDA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$250
|
Standard
$650
|
Advanced
$1,250
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 8 days |
Number of Revisions | 1 | 1 | 1 |
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.
Additional Revision
+$150
Additional stakeholder workshop
(+ 1 Day)
+$150Frequently asked questions
About Pavan Kumar
AI Architect | Full-Stack Custom Apps, Ecommerce, RAG & APIs
Hyderabad, India - 2:04 pm local time
With more than 24 years of experience across software development, enterprise architecture, product engineering, technology leadership, and business strategy, I combine senior architectural judgment with hands-on implementation.
I am open to both focused application-development projects and complex platforms. Whether you need a custom ecommerce solution, business portal, database-backed application, SaaS MVP, workflow automation system, RAG application, or application-modernisation initiative, I can architect and build the solution from discovery through delivery.
What I can help you build:
• Custom web and mobile applications
• Ecommerce platforms and payment-enabled workflows
• SaaS MVPs and multi-tenant platforms
• Customer, vendor, and administrative portals
• Internal tools, dashboards, and reporting systems
• AI applications, copilots, RAG, and semantic search
• Document and content-intelligence workflows
• Backend systems, databases, APIs, and integrations
• Workflow automation, approvals, and operational systems
• Application modernisation and architecture improvements
My technology experience includes Python, Java, Node.js, React, Next.js, Flutter, React Native, PostgreSQL, MongoDB, REST APIs, LLM integrations, RAG pipelines, vector databases, and cloud-ready application architecture.
I work hands-on across:
• Requirements and solution discovery
• System and database architecture
• Backend and API development
• AI, RAG, and workflow integration
• Security, roles, permissions, and auditability
• Testing, deployment planning, and technical delivery
My experience helps me make pragmatic architecture decisions, control delivery risk, and build within the project’s scope, budget, timeline, and immediate business priorities. I focus on building dependable software that solves the operational problem—not unnecessary technical complexity.
As the founder of Sastra Innovations, I architected Medha and MedhaOS, platforms focused on governed AI execution, contextual intelligence, secure automation, RAG, semantic search, tenant isolation, RBAC, auditability, and enterprise knowledge workflows.
I have delivered software, automation, blockchain, and business applications across finance, logistics, SaaS, ecommerce, and enterprise operations. One supply-chain automation solution reduced manual paperwork processing time by 60% while improving shipment visibility.
If you need a senior, hands-on technology partner who can understand the business requirement, design the right system, and contribute directly to implementation, send me your project scope, current challenges, and expected outcome. I will help identify the most practical path to delivery.
Steps for completing your project
After purchasing the project, send requirements so Pavan Kumar can start the project.
Delivery time starts when Pavan Kumar receives requirements from you.
Pavan Kumar works on your project following the steps below.
Revisions may occur after the delivery date.
Review objectives and submitted materials
I review the business goals, architecture details, constraints, documents, and assessment priorities.
Assess the AI architecture
I evaluate relevant areas such as data, models, RAG, agents, security, governance, integrations, performance, cost, and operations.