You will get an AI knowledge base trained on your business content
Project details
AI that answers questions using your documents, not the internet. Your SOPs, product manuals, legal files, and internal knowledge all searchable in seconds with accurate, cited answers.
This is RAG (Retrieval-Augmented Generation) built for real business use. No hallucinations. No generic answers. Every response cites the exact document it came from.
USE CASES:
→ Internal company Q&A (HR policies, SOPs, onboarding docs)
→ Customer support trained on your product documentation
→ Legal and compliance document search
→ Real estate, medical, or technical knowledge bases
→ Sales team assistant trained on product specs and pricing
WHAT YOU NEED TO PROVIDE:
Your documents (PDF, Word, URLs, Google Drive links any format)
I handle all the technical setup, deployment, and testing.
TECH STACK:
LangChain · LlamaIndex · Pinecone · Chroma · Qdrant · GPT-4o · Claude · FastAPI · Streamlit
Message me with your document type and the questions your system needs to answer. I will confirm the right package and ingestion plan.
This is RAG (Retrieval-Augmented Generation) built for real business use. No hallucinations. No generic answers. Every response cites the exact document it came from.
USE CASES:
→ Internal company Q&A (HR policies, SOPs, onboarding docs)
→ Customer support trained on your product documentation
→ Legal and compliance document search
→ Real estate, medical, or technical knowledge bases
→ Sales team assistant trained on product specs and pricing
WHAT YOU NEED TO PROVIDE:
Your documents (PDF, Word, URLs, Google Drive links any format)
I handle all the technical setup, deployment, and testing.
TECH STACK:
LangChain · LlamaIndex · Pinecone · Chroma · Qdrant · GPT-4o · Claude · FastAPI · Streamlit
Message me with your document type and the questions your system needs to answer. I will confirm the right package and ingestion plan.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation SystemAI Tools
Azure Machine Learning, BigDL, deeplearn.js, Deeplearning4j, Google AutoML, NVIDIA AI Platform, OpenCV, PyBrainAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$500
|
Standard
$900
|
Advanced
$1,800
|
|---|---|---|---|
| Delivery Time | 4 days | 6 days | 10 days |
Number of Revisions | 2 | 3 | 10 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | |||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
57 reviews
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This project doesn't have any reviews.
SZ
Siarhei Z.
Jun 26, 2025
Logo re-design. Make it high resolution. (combine idea attached png with current logo)
Thanks for combining the ideas and delivering a high-resolution logo.
OH
Olive H.
May 9, 2025
Graphic designer needed for simple logo editing
VS
Vanessa S.
Apr 9, 2025
Professional Logo Design for Website and Social Media
Umair, was excellent to work with! He knew exactly what to do with all the details I was asking for and gave me a great logo. I am so pleased! He was kind and great to work with. I would highly recommend him and I would work with him again.
RM
Raul M.
Apr 1, 2025
Logo Design for Author and Nurse
CP
Cristian P.
Mar 25, 2025
Logo Design for Digital Marketing Agency - LeadBeak
I appreciate your drafts and I wish you the all the best. Please know it just wasn't a right fit for me at this time.
About Umair
AI Developer | AI Agents - RAG - LangChain - n8n - Community AI System
87%
Job Success
Karachi, Pakistan - 2:35 pm local time
I build AI systems that run in production deployed inside the platforms your users already live in.
My specialty: Community AI. AI that operates inside Telegram, Discord, and messaging platforms not just a chatbot on a website. I've deployed AI for communities of 50,000+ members, automating onboarding, support,
moderation, and monetization. This intersection of deep AI engineering and messaging-platform expertise is what I do that others don't.
🔹 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 & 𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀
CrewAI · AutoGen · LangChain · LlamaIndex
Task orchestration, memory, tool-calling, multi-agent coordination
🔹 𝗥𝗔𝗚 & 𝗞𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 𝗦𝘆𝘀𝘁𝗲𝗺𝘀
LangChain · LlamaIndex · Pinecone · Qdrant · Chroma · FAISS · Weaviate Document Q&A, semantic search, knowledge base retrieval, custom GPT workflows
🔹 𝗟𝗟𝗠 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 & 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻
Ollama · vLLM · TGI · LLaMA 3 · Mistral · Mixtral
Fine-tuning: LoRA · QLoRA · PEFT · RLHF
Quantization: GGUF · GPTQ · AWQ
🔹 𝗩𝗼𝗶𝗰𝗲 𝗔𝗜 & 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗦𝘆𝘀𝘁𝗲𝗺𝘀
Deepgram · ElevenLabs · Amazon Polly · Azure AI Speech
Speech-to-text, text-to-speech, real-time voice agent pipelines
🔹 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻
n8n (self-hosted) · Makecom · API-first architecture
Replacing $400+/month Zapier spend with zero-execution-cost infrastructure
🔹 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗔𝗜 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: 𝗠𝘆 𝗨𝗻𝗶𝗾𝘂𝗲 𝗙𝗼𝗰𝘂𝘀
Telegram AI bots · Discord AI bots · WhatsApp API + AI
AI-powered onboarding, moderation, support, monetization
500+ bots deployed across SaaS, creator, crypto, and enterprise communities
🔹 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗔𝗜 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁
Python · Node.js · FastAPI · Streamlit · Gradio · React · Next.js · PostgreSQL · MongoDB · Redis · Supabase · Docker · AWS · GCP · Azure
✅ 𝗥𝗲𝗰𝗲𝗻𝘁 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝗶𝗲𝘀:
- Multi-agent system automating a 50,000+ member Telegram community onboarding, support, spam detection, reward distribution
- RAG pipeline processing 10,000+ documents for real-time Q&A, zero external API cost on self-hosted infrastructure
- SaaS client migrated from Zapier → self-hosted n8n: $4,200/month in execution fees eliminated
- Voice AI agent deployed in Discord: handles member queries 24/7, 94% resolution without human involvement
- LLM fine-tuned on proprietary dataset via QLoRA, deployed on private VPS via Ollama no third-party API exposure
𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗵𝗶𝗿𝗲 𝗺𝗲 𝗶𝗻𝘀𝘁𝗲𝗮𝗱 𝗼𝗳 𝗴𝗲𝗻𝗲𝗿𝗶𝗰 𝗔𝗜 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿𝘀:
Generic AI developers build systems requiring additional integration before anything works in your actual environment. I build AI that goes live inside your existing platform in days. Community AI, messaging-native AI, and self-hosted AI are my specific territory.
📩 Message me with your use case. Response guaranteed within 2 hours.
Steps for completing your project
After purchasing the project, send requirements so Umair can start the project.
Delivery time starts when Umair receives requirements from you.
Umair works on your project following the steps below.
Revisions may occur after the delivery date.
Document Audit
You share your files (PDFs, Word docs, URLs, Google Drive). I audit the content, flag any quality or formatting issues, and confirm the ingestion plan and timeline.
Ingestion & Embedding
I process and chunk your documents, generate embeddings, and load them into the vector database (Pinecone, Qdrant, or Chroma depending on your package and scale requirements).