You will get a production ready RAG system with agentic workflows that scales
Rising Talent
Project details
You will get an AI assistant that reads your entire document library and returns accurate, cited answers in seconds.
Ask it anything - it finds what matters, surfaces insights you'd otherwise miss, and tells you exactly where the answer came from.
Whether you have thousands of PDFs, internal knowledge bases, research archives, or messy unstructured data, the system is built to handle it cleanly and at scale.
If your use case needs more than answers agents that take action based on retrieved information, automated multi-step workflows, or internal reasoning before responding that's included too.
The system is model agnostic. I pick the best AI model for your specific task and budget, whether that's Anthropic, OpenAI, Google Gemini, or an open-source alternative. You get the right tool for the job, not the most popular one.
Before any payment, I build you a working version of the system. You test it with your actual data, see how it performs, and only move forward once you're confident it's exactly what you needed.
Efficient. Reliable. Built to last.
Ask it anything - it finds what matters, surfaces insights you'd otherwise miss, and tells you exactly where the answer came from.
Whether you have thousands of PDFs, internal knowledge bases, research archives, or messy unstructured data, the system is built to handle it cleanly and at scale.
If your use case needs more than answers agents that take action based on retrieved information, automated multi-step workflows, or internal reasoning before responding that's included too.
The system is model agnostic. I pick the best AI model for your specific task and budget, whether that's Anthropic, OpenAI, Google Gemini, or an open-source alternative. You get the right tool for the job, not the most popular one.
Before any payment, I build you a working version of the system. You test it with your actual data, see how it performs, and only move forward once you're confident it's exactly what you needed.
Efficient. Reliable. Built to last.
AI Algorithms
Transformer ModelAI Applications
AI Chatbot, Conversational AIAI Development Language
PythonAI Tools
Azure OpenAIAI Models
GPT-4What's included
| Service Tiers |
Starter
$99
|
Standard
$149
|
Advanced
$199
|
|---|---|---|---|
| Delivery Time | 10 days | 12 days | 15 days |
Number of Revisions | 2 | 2 | 2 |
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
+$30 - $50
Additional Revision
+$33Frequently asked questions
About Nilesh
AI Engineer | Production Grade RAG Systems and Autonomous AI Agents
Delhi, India - 6:09 am local time
Caseon: AI assistant for lawyers. 1 million PDFs. Search under 1.62 seconds. Built-in hallucination prevention. Thousands of daily users. Live in production.
Look Lab: AI hairstyle try-on. 300+ styles. Zero face distortion. 30% week-on-week growth. Built solo.
I'm an AI engineer. I specialize in RAG systems, AI agents, and scalable Python APIs. I'm model agnostic. I've shipped systems using Anthropic, OpenAI, Deepseek, and Kimi. I choose based on performance and cost for your specific task - not brand.
How I work:
- I understand your requirements, then I ship you a working MVP for free. You see it before committing to anything.
- After the demo, I give you a full cost estimate to run it at your desired scale. No surprises later.
- I only take projects where success can be measured.
- I work fast. I don't waste your time and ask the same in return.
Stack: Python · FastAPI · LangChain · LangSmith · Pinecone · Supabase · Google Cloud · TypeScript
I've been building things since childhood. Not because I had to. Because I genuinely cannot stop. If you're looking for the best value under $10/Hr AI engineer on this platform read what I've shipped, then decide.
I use Arch btw :)
Steps for completing your project
After purchasing the project, send requirements so Nilesh can start the project.
Delivery time starts when Nilesh receives requirements from you.
Nilesh works on your project following the steps below.
Revisions may occur after the delivery date.
Understand the requirements
We get on a call or chat. I ask the right questions - your data sources, scale, use case, and what success looks like. No ambiguity before work starts.
Free working MVP - validate before you commit
I build a working prototype of your RAG system and hand it to you at no cost. You test it, see if it matches your vision, and only proceed if you're satisfied. Zero risk.