You will get AI Prototype Sandbox (Rapid POC)
Project details
This Project covers the rapid design and development of a lean, high-velocity AI Assistant Proof-of-Concept (POC) Sandbox. The main objective is to build a secure, functional testing environment that allows organizations to validate core conversational workflows, prompt calibration, and system logic before committing resources to a large-scale enterprise build.
Key Objectives & Scope:
Data Ingestion: Setup of a baseline Retrieval-Augmented Generation (RAG) pipeline utilizing a condensed starter dataset (FAQs, brand guidelines, and core knowledge documents).
Voice & Tone Engineering: Implementation of targeted system prompting to establish a highly customized, consistent brand-aligned voice.
Intent-Classification & Safety: Deployment of deterministic routing mechanisms and guardrails to instantly intercept and safely redirect restricted queries (such as specialized legal, medical, or data-privacy topics).
Sandbox Delivery: Provision of a bare-bones, secure internal chat interface (built using lightweight frameworks like Streamlit or Gradio) for user acceptance testing, prompt auditing, and immediate operational feedback loops.
Key Objectives & Scope:
Data Ingestion: Setup of a baseline Retrieval-Augmented Generation (RAG) pipeline utilizing a condensed starter dataset (FAQs, brand guidelines, and core knowledge documents).
Voice & Tone Engineering: Implementation of targeted system prompting to establish a highly customized, consistent brand-aligned voice.
Intent-Classification & Safety: Deployment of deterministic routing mechanisms and guardrails to instantly intercept and safely redirect restricted queries (such as specialized legal, medical, or data-privacy topics).
Sandbox Delivery: Provision of a bare-bones, secure internal chat interface (built using lightweight frameworks like Streamlit or Gradio) for user acceptance testing, prompt auditing, and immediate operational feedback loops.
Machine Learning Tools
ChatGPT, Databricks MLflow, Deeplearning4j, H2O, Kubeflow, NLTK, NumPy, pandas, Python, Python Scikit-Learn, PyTorch, SAS, Sonnet, SQL, Stanford CoreNLP, Tableau, TensorFlow, Vertex AIWhat's included $1,000
These options are included with the project scope.
$1,000
- Delivery Time 7 days
- Number of Revisions 2
- Number of Model Variations 1
- Number of Scenarios 0
- Model Validation/Testing
- Model Documentation
- Source Code
Frequently asked questions
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Cheena S.
Oct 24, 2024
PHP Frameworks Yoga Business Website
Had a best experience with Sultan.
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Cheena S.
Oct 24, 2024
Speed optimization and migration of the site
Sultan is gem of the persons. Very cooperative and good in communication
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Cheena S.
Sep 18, 2024
Website Development
Sultan provide so much comfort to work with. He provides quality of work is always so approachable. He always response on time and gives you nothing less than best. We can rely on him for all project needs.
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John R.
Sep 5, 2024
Web Development/Customization and Maintenance Contract
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Christopher R.
Jul 7, 2024
Cloudflare Workers NodeJS Dev
Working with Sultan was an absolute pleasure! His expertise in Node.js development is outstanding. Sultan seamlessly integrated into our project and delivered beyond our expectations.
Some comments on his work:
- Created dozens of robust and efficient API endpoints
- Demonstrated deep understanding of Node.js best practices
- Excellent problem-solving skills and attention to detail
- Consistently met deadlines and communicated clearly
- Proactively suggested improvements to enhance overall performance
Sultan's work significantly accelerated our development process and improved the quality of our codebase. His ability to quickly grasp complex requirements and translate them into clean, well-structured code was impressive.
Not only is Sultan technically proficient, but he's also a great team player. He was always responsive, open to feedback, and willing to go the extra mile to ensure the project's success.
Some comments on his work:
- Created dozens of robust and efficient API endpoints
- Demonstrated deep understanding of Node.js best practices
- Excellent problem-solving skills and attention to detail
- Consistently met deadlines and communicated clearly
- Proactively suggested improvements to enhance overall performance
Sultan's work significantly accelerated our development process and improved the quality of our codebase. His ability to quickly grasp complex requirements and translate them into clean, well-structured code was impressive.
Not only is Sultan technically proficient, but he's also a great team player. He was always responsive, open to feedback, and willing to go the extra mile to ensure the project's success.
About Sultan
Full-Stack AI Developer | Agentic AI, AI Automation & Workflow Systems
100%
Job Success
Lahore, Pakistan - 2:03 am local time
I’m a Top Rated AI Developer specializing in custom Workflows and custom development, I help businesses replace manual operations with intelligent AI systems — from autonomous agents and AI-powered chatbots to end-to-end workflow automation that runs 24/7 without human intervention.
With years of hands-on experience across full-stack development and AI engineering, I've built 100+ AI-powered systems for startups, agencies, and enterprise clients — delivering solutions that save time, cut costs, and scale operations.
⚙️ What I Build (Real AI Solutions)
→ AI Agents & Multi-Agent Systems — Autonomous agents for sales, support, operations, research, and internal automation using tool-calling, memory, delegation, and orchestration
→ Agentic RAG Systems — Intelligent retrieval systems over documents, knowledge bases, and enterprise data with semantic search, hybrid retrieval, and context-aware reasoning
→ AI Chatbots & Copilots — ChatGPT-powered conversational AI with memory, structured outputs, function calling, and deep context engineering for websites, WhatsApp, Slack, and internal tools
→ AI Automation & Workflow Systems — End-to-end automation pipelines that read data, reason, decide, and take action using n8n, Make, and Zapier integrated with LLMs
→ Voice AI Agents — AI-powered calling systems, IVR automation, and real-time conversational voice agents for inbound/outbound communication
→ Full-Stack AI Applications — Custom AI-powered SaaS platforms, MVPs, dashboards, and business tools from idea to production to scale
→ LLM Integration & Fine-Tuning — Connecting OpenAI, Claude, Gemini, LLaMA, Mistral, and DeepSeek into existing platforms with prompt optimization, structured outputs, and regression testing
🧠 Tech Stack & Expertise
AI & Agents: LangChain · LangGraph · CrewAI · LlamaIndex · OpenAI Agents SDK · MCP Protocol LLMs: GPT-4o · Claude · Gemini · LLaMA 3 · Mistral · DeepSeek · Fine-tuning (LoRA/PEFT) RAG & Vector DBs: Pinecone · ChromaDB · FAISS · Qdrant · Weaviate · Hybrid Search · Embeddings Voice AI: VAPI · Retell AI · ElevenLabs · Twilio · Whisper · Azure Speech Automation: n8n · Make · Zapier · Custom Pipeline Orchestration Backend: Python · Node.js · FastAPI · Django · Flask · GraphQL · WebSockets Frontend: React.js · Next.js · Tailwind CSS Cloud & MLOps: AWS · GCP · Azure · Docker · CI/CD · PostgreSQL · MongoDB Integrations: CRMs · Slack · Google Workspace · HubSpot · Airtable · Notion · REST APIs
✅ You're in the Right Place If You Need:
✔ An AI automation system that eliminates repetitive manual work ✔ Autonomous AI agents that handle sales, support, or operations ✔ A RAG-powered chatbot trained on your business data ✔ A voice AI agent for customer calls and lead qualification ✔ A full-stack AI-powered SaaS product built from scratch ✔ LLM fine-tuning and integration into your existing platform ✔ n8n/Make workflows connected to AI for intelligent automation
💬 How I Work
I don't just build AI tools — I architect complete systems designed around your business logic. Every solution is production-ready, scalable, and built for real-world reliability. I communicate fast, deliver structured milestones, and treat every project like my own.
I am available 6 days a week.
Ready to automate and scale? Send me a message — let's discuss your project.
Warm Regards,
Sultan Shahzad
Steps for completing your project
After purchasing the project, send requirements so Sultan can start the project.
Delivery time starts when Sultan receives requirements from you.
Sultan works on your project following the steps below.
Revisions may occur after the delivery date.
Logic & Guardrail Engineering (Days 3–4)
System Prompting: Configure the primary system instructions to enforce the brand identity and ensure the AI remains grounded in the provided context.