You will get Custom Generative AI Model Fine-Tuning & LLM Optimization
Rising Talent
Project details
Standard AI models are powerful, but they lack the nuance of your specific business data. I specialize in Generative AI Model Fine-Tuning, turning base models (like Llama 3, Mistral, and GPT-4) into specialized assets that understand your brand voice, technical jargon, and proprietary workflows.
What sets this project apart? Unlike "prompt-only" solutions, I utilize advanced techniques such as LoRA, QLoRA, and PEFT (Parameter-Efficient Fine-Tuning) to deliver high-accuracy models without the enterprise-level price tag of full retraining. I focus on Enterprise-Ready results: models that are stable, scalable, and optimized for your specific hardware or cloud environment.
My Expertise Includes:
Custom Persona Alignment: Ensuring your AI talks exactly like your brand.
Accuracy Optimization: Reducing hallucinations through supervised fine-tuning (SFT).
RAG Integration: Combining fine-tuning with Retrieval-Augmented Generation for real-time data access.
Efficiency: Optimizing models for faster inference and lower hosting costs.
Stop settling for generic outputs. Let’s build a custom AI solution that provides a genuine competitive advantage for your business.
What sets this project apart? Unlike "prompt-only" solutions, I utilize advanced techniques such as LoRA, QLoRA, and PEFT (Parameter-Efficient Fine-Tuning) to deliver high-accuracy models without the enterprise-level price tag of full retraining. I focus on Enterprise-Ready results: models that are stable, scalable, and optimized for your specific hardware or cloud environment.
My Expertise Includes:
Custom Persona Alignment: Ensuring your AI talks exactly like your brand.
Accuracy Optimization: Reducing hallucinations through supervised fine-tuning (SFT).
RAG Integration: Combining fine-tuning with Retrieval-Augmented Generation for real-time data access.
Efficiency: Optimizing models for faster inference and lower hosting costs.
Stop settling for generic outputs. Let’s build a custom AI solution that provides a genuine competitive advantage for your business.
AI Algorithms
AlexNet, Convolutional Neural Network, CycleGAN, Gated Recurrent Unit, Large Language Model, Linear Discriminant Analysis, Multimodal Large Language Model, Recurrent Neural Network, Regression Analysis, Restricted Boltzmann MachineAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-Enhanced Classification, AI-Enhanced Medical Imaging, AI-Generated Art, AI-Generated Code, AI-Generated Music, AI-Generated Video, AIOpsAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, PyTorch, Streamlit, TensorFlow, Word2vecAI Models
AlphaCode, BERT, ChatGPT, DALL-E, GPT-3, GPT-4, LLaMA, Midjourney AI, Naive Bayes Classifier, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$200
|
Standard
$500
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 21 days |
Number of Revisions | 1 | 2 | 5 |
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 |
Frequently asked questions
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JB
JAX B.
Nov 15, 2025
RAG (Retrieval-Augmented Generation) AI Agent Developer Needed
Samran did an excellent job building a RAG-based AI system for us. He set up the full pipeline and delivered accurate, relevant answers from our own data. Communication was clear, deadlines were met, and he also provided clean documentation. I highly recommend him for any AI / RAG / NLP project.
About Samran
AI Automation Engineer | AI Agents | GoHighLevel, n8n & Make
Gilgit, Pakistan - 7:29 am local time
✅ GoHighLevel (GHL) Certified Specialist
✅ AI Agents, Chatbots & AI Voice Agents
✅ n8n, Make & Zapier Automation Expert
✅ CRM, Sales & Lead Generation Automation
✅ API, Webhook & Third-Party Integrations
✅ 24/7 Global Support
I build AI Agents and AI Automation Systems that automate sales, customer support, lead qualification, appointment booking, and repetitive business operations — using GoHighLevel, n8n, Make, AI Voice Agents, and custom AI workflows.
If your business is losing time on manual follow-ups, lead management, CRM updates, calls, or repetitive tasks, I can turn those processes into 24/7 automated systems.
I work across both AI Agent Development and AI Automation, including text-based and voice-based agents, CRM automation, and no-code/low-code workflows.
𝐀𝐈 𝐀𝐆𝐄𝐍𝐓𝐒 & 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 𝐒𝐄𝐑𝐕𝐈𝐂𝐄𝐒
◉ AI Agent Development — intelligent agents for sales, support, lead qualification & business operations
◉ AI Voice Agents — AI receptionists, inbound/outbound calling, appointment booking & call automation
◉ AI Chatbots — website, WhatsApp and conversational AI assistants
◉ GoHighLevel (GHL) — CRM setup, pipelines, workflows, funnels, campaigns & automation
◉ n8n Automation — advanced AI workflows, multi-step automations, APIs & webhooks
◉ Make Automation — business workflows, data synchronization & third-party integrations
◉ CRM & Sales Automation — lead capture, qualification, follow-ups, pipeline management & nurturing
◉ WhatsApp / SMS / Email Automation — automated communication and lead follow-up
◉ API & Webhook Integrations — connect AI, CRMs, SaaS platforms and business tools
◉ AI-Powered Business Processes — automate repetitive operations without adding more staff
𝐀𝐈 𝐀𝐆𝐄𝐍𝐓 𝐓𝐄𝐂𝐇𝐍𝐎𝐋𝐎𝐆𝐘
I build AI systems using technologies such as:
OpenAI | Claude | LangChain | LangGraph | RAG | Vapi | Retell | AI Chatbots | Conversational AI | AI Voice Agents
𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 𝐒𝐓𝐀𝐂𝐊
GoHighLevel | n8n | Make | Zapier | Airtable | Twilio | WhatsApp | APIs | Webhooks | CRM Systems
𝐖𝐇𝐀𝐓 𝐈 𝐂𝐀𝐍 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐄
→ Lead generation & lead qualification
→ AI receptionist & customer support
→ Appointment booking & reminders
→ Sales follow-up & nurturing
→ CRM contact/pipeline updates
→ WhatsApp, SMS & email workflows
→ Voice call handling
→ Data synchronization between platforms
→ Repetitive business processes
→ AI-powered internal workflows
𝐍𝐢𝐜𝐡𝐞 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬:
Agentic AI, AI Agents, AI Automation, Workflow Automation, GoHighLevel, GHL, n8n, Make, Zapier, AI Voice Agents, AI Calling, AI Receptionist, CRM Automation, Sales Automation, Marketing Automation, Lead Generation, Lead Qualification, Appointment Booking, API Integrations, Webhooks, LangGraph, LangChain, OpenAI, Claude AI, Conversational AI, RAG, LLM Applications, Business Process Automation, Multi-Agent Systems
𝐖𝐇𝐘 𝐖𝐎𝐑𝐊 𝐖𝐈𝐓𝐇 𝐌𝐄?
✅ AI Automation + AI Agents — I combine AI with practical business automation
✅ GoHighLevel Specialist — CRM, funnels, pipelines and workflow automation
✅ Voice + Text AI Agents — conversational systems for real business use cases
✅ n8n + Make Expert — complex multi-step workflows, APIs and webhooks
✅ Business-Focused Approach — I focus on solving the process, not just connecting tools
✅ End-to-End Automation — from lead capture to qualification, follow-up and booking
𝐅𝐑𝐄𝐄 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 𝐒𝐓𝐑𝐀𝐓𝐄𝐆𝐘 𝐒𝐄𝐒𝐒𝐈𝐎𝐍
Before we start, I can review your current process and identify what should be automated, which tools should be connected, and how the workflow should operate.
If you already use GoHighLevel, n8n, Make, Zapier, WhatsApp, or AI tools, I can help you turn them into one connected automation system.
Send me your workflow or business process, and I'll show you where AI automation can save time and reduce manual work.
Samran H.
AI Automation Engineer | AI Agents & Automation Specialist
Steps for completing your project
After purchasing the project, send requirements so Samran can start the project.
Delivery time starts when Samran receives requirements from you.
Samran works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Data Audit
I will review your requirements and audit your dataset to ensure it is high-quality and formatted correctly for the specific AI architecture we choose.
Environment Setup & Pre-processing
I set up the training environment (PyTorch/Hugging Face) and perform tokenization and data cleaning to prepare your information for the fine-tuning process.