You will get a fine-tuned large language model on your own custom data
Rising Talent
Rising Talent
Project details
Is your AI giving generic responses that do not understand your business, your tone, or your domain?
I will train a custom LLM on your own data so it speaks your language, follows your instructions, and delivers responses that feel built specifically for your use case.
What You Get
➤ Custom LLM fine-tuning using LoRA and QLoRA for efficient training
➤ Base model selection from LLaMA 3, Mistral, Gemma, or Falcon
➤ Dataset preparation, cleaning, and instruction-tuning formatting
➤ Supervised fine-tuning using Hugging Face Transformers and PEFT library
➤ 4-bit and 8-bit quantization using BitsAndBytes for cost-efficient training
➤ Model evaluation using ROUGE, BLEU, and perplexity benchmarks
Why Work With Me
➤ Hands-on expertise in LLM fine-tuning, PEFT, and transformer architecture
➤ Your data stays private, training is done in a secure environment
➤ Plain English explanation of every step and result
➤ Fast delivery and honest communication throughout
Stop settling for a generic AI that does not understand your business.
Let me fine-tune a powerful LLM on your data so you get a model that thinks, responds, and performs exactly the way you need it to.
I will train a custom LLM on your own data so it speaks your language, follows your instructions, and delivers responses that feel built specifically for your use case.
What You Get
➤ Custom LLM fine-tuning using LoRA and QLoRA for efficient training
➤ Base model selection from LLaMA 3, Mistral, Gemma, or Falcon
➤ Dataset preparation, cleaning, and instruction-tuning formatting
➤ Supervised fine-tuning using Hugging Face Transformers and PEFT library
➤ 4-bit and 8-bit quantization using BitsAndBytes for cost-efficient training
➤ Model evaluation using ROUGE, BLEU, and perplexity benchmarks
Why Work With Me
➤ Hands-on expertise in LLM fine-tuning, PEFT, and transformer architecture
➤ Your data stays private, training is done in a secure environment
➤ Plain English explanation of every step and result
➤ Fast delivery and honest communication throughout
Stop settling for a generic AI that does not understand your business.
Let me fine-tune a powerful LLM on your data so you get a model that thinks, responds, and performs exactly the way you need it to.
AI Development Type
Deep Learning, Model TuningAI Tools
Amazon SageMaker, Azure Machine Learning, Keras, MLflow, Open Neural Network Exchange, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$300
|
Standard
$700
|
Advanced
$1,300
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 20 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | |
Detailed Code Comments | - | ||
Knowledge Graph | - | - | |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $300
Additional Revision
+$60About Muhammad
AI Engineer | LLM Apps, RAG, AI Agents, Web and Mobile Development
Rohillanwali, Pakistan - 3:35 pm local time
I love understanding how things actually work and turning ideas into reliable AI systems that save time, cut costs, and make businesses run smarter.
Here is what I can build for you:
✦ AI Agents and Automation
Autonomous agents that handle your workflows, customer support, research, data processing, and daily business operations on their own.
✦ LLM Apps and Chatbots
Smart chatbots and assistants built on Claude, OpenAI, or Gemini that answer questions, process documents, and talk to your customers 24/7.
✦ RAG Systems and Document Intelligence
Upload your documents, manuals, or databases and let the AI answer questions instantly and accurately.
✦ Web Development
Full SaaS platforms, business dashboards, landing pages, and REST APIs built with Next.js, React, and FastAPI.
✦ Mobile App Development
iOS and Android apps built with Flutter or React Native, with AI features included from day one.
✦ MLOps and Cloud Deployment
I deploy and maintain your AI systems on AWS and Docker so they run reliably without downtime.
Industries I have worked in:
· Cybersecurity · Healthcare · Legal · Finance
· E-Commerce · Real Estate · Food & Restaurant · Mining
Tech I use:
LLMs › Claude, OpenAI, Gemini, LLaMA, Mistral
Agents › LangChain, LangGraph, CrewAI, Anthropic SDK
RAG › FAISS, Pinecone, ChromaDB, pgvector
Backend › FastAPI, Node.js, NestJS
Frontend › Next.js, React, Tailwind
Mobile › Flutter, React Native
Cloud › AWS, Docker, Terraform
MLOps › MLflow, DVC, GitHub Actions, BitBucket, Gitlab
Real things I have shipped:
▸ An AI system that reads live security alerts and writes full investigation reports automatically, used in a real SOC environment.
▸ A RAG chatbot inside a mobile food app that answers menu questions, tracks preferences, and updates in real time.
▸ An AI agent that finds job listings, extracts HR emails, and sends personalized applications automatically, 50+ per day.
I respond fast. I communicate clearly. I deliver on time.
If you have a project in mind, even just a rough idea, message me and I will tell you exactly how I can build it for you.
Let’s build something great together.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Dataset Review & Model Selection
You share your data and describe the ideal model behaviour. I review dataset quality, recommend the right base model and training technique, and define clear evaluation benchmarks before training begins.
Fine-Tuning & Evaluation
I format your data, run LoRA or QLoRA training with full experiment tracking, evaluate against your benchmarks, and iterate until outputs match your domain requirements.