You will get NLP transformers, llm, gpt, llama, falcon,bard, mistral fine tuned model
Top Rated
Project details
Welcome to a realm of refined AI excellence, specializing in fine-tuning nlp Large Language Models (LLMs)
I offer professional services focused on LLM-based NLP projects. Here are the highlights of what I provide:
Text Generation
Text Classification
Named Entity Recognition (NER)
Language Translation
Topic Modeling
Summarization
Models I can fine tune:
Transformer: BERT, ALBERT, RoBERTa, T5
LLM: GPT-2, GPT-3.5, GPT-4, LLaMA, Falcon, Mistral, Phi
I can also work on Zero-shot and Few-shot Learning, Parameter Efficient Tuning with LoRA and QLoRA and NLP research project
Thank you
My Tech stack: Python, Gpt, LLama, Mistral, Falcon, HuggingFace Transformers, Pinecone, Llama Index, Auto-gpt, NLP Models etc
I offer professional services focused on LLM-based NLP projects. Here are the highlights of what I provide:
Text Generation
Text Classification
Named Entity Recognition (NER)
Language Translation
Topic Modeling
Summarization
Models I can fine tune:
Transformer: BERT, ALBERT, RoBERTa, T5
LLM: GPT-2, GPT-3.5, GPT-4, LLaMA, Falcon, Mistral, Phi
I can also work on Zero-shot and Few-shot Learning, Parameter Efficient Tuning with LoRA and QLoRA and NLP research project
Thank you
My Tech stack: Python, Gpt, LLama, Mistral, Falcon, HuggingFace Transformers, Pinecone, Llama Index, Auto-gpt, NLP Models etc
AI Algorithms
Deep Belief Network, Generative Adversarial Network, Large Language Model, Linear Discriminant Analysis, Multimodal Large Language Model, Radial Basis Function Network, Recurrent Neural Network, Regression Analysis, Restricted Boltzmann Machine, Transformer ModelAI Applications
AI Content Creation, AI-Generated Code, AI-Generated Music, AIOps, Conversational AI, Machine Translation, Natural Language Generation, Natural Language Understanding, Neural Machine Translation, Synthetic Data Generation, Text Recognition, Time Series ForecastingAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Gradio, Hugging Face, Jasper AI, Microsoft CNTK, PyTorch, Streamlit, TensorFlow, Word2vecAI Models
AlphaCode, BERT, BLOOM, ChatGPT, Dolly, GPT-3, GPT-4, GPT-J, Jurassic-2, LaMDA, LLaMA, OpenAI CodexWhat's included $200
These options are included with the project scope.
$200
- Delivery Time 4 days
- Number of Revisions 20
- AI Model Integration
- Batch Normalization
- Database Integration
- Detailed Code Comments
- 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 2 Days Delivery
+$50Frequently asked questions
27 reviews
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KA
Kashif A.
Mar 12, 2026
I need an AI engineer for a small task.
He did the job on time and the work is excellent.
UT
Ulises T.
Nov 19, 2025
Optimize Serverless API for Image Editing
Helpful with the basic setup, but failed to deliver the final functional product. Could not get the API to return the required JPG output, so the project was left incomplete.
HA
Haluk A.
Nov 19, 2025
Configure Paddle OCR v3 for High-Accuracy Text Detection
Great job by Ayaz. Thank you!
GS
Gagandeep S.
Sep 24, 2025
AI Engineer for AI/RAG Based Project
HK
Hatice K.
Feb 6, 2025
Researcher Needed: Performance Comparison of GAN Models for Image Generation from Turkish Text
I hired a freelancer who initially communicated well and delivered the first part of the project successfully. However, after that, they continuously failed to deliver the remaining milestones despite multiple deadline extensions. Their explanations were inconsistent, and they did not fulfill their commitments. Over time, they stopped responding to my requests and did not provide the necessary explanations for their delays.
About Ayaz
Python Backend Developer | Production ML Pipelines
90%
Job Success
Islamabad, Pakistan - 3:28 am local time
With 5+ years of experience, I design backend architectures and APIs that take AI/ML models from research notebooks to reliable production systems used by real users, with a strong focus on healthcare and insurance use cases:
Backend & API development: FastAPI, Flask, scalable REST APIs, microservices, cloud deployment (AWS, Docker)
ML/AI production pipelines: model serving, quantization, inference optimization, CUDA-accelerated deployment
Computer Vision systems: object detection, segmentation, classification, medical image analysis, video analytics
LLM/VLM & Agentic AI backends: RAG pipelines, multimodal AI, AI chatbots, intelligent assistants (LangChain, LangGraph, Hugging Face)
Document AI & NLP: OCR, speech-to-text/text-to-speech, end-to-end automation pipelines
Healthcare & insurance domain experience: medical imaging, cancer detection, insurance analytics, predictive modeling, maternal mortality risk, bio-age prediction
Tech stack: Python, FastAPI, Flask, Docker, AWS, CUDA, PyTorch, TensorFlow, Scikit-learn, OpenCV, Hugging Face, LangChain, LangGraph, JavaScript/TypeScript, Node.js, Next.js, React.js, Electron, Tauri, PyQt
If you need a backend that can actually carry AI/ML in production for healthcare or insurance, not just a model that works in a notebook, let's build it.
Steps for completing your project
After purchasing the project, send requirements so Ayaz can start the project.
Delivery time starts when Ayaz receives requirements from you.
Ayaz works on your project following the steps below.
Revisions may occur after the delivery date.
Dataset
First, I will collect the data according to the use case. I can also generate data from other LLMs
Data Processing
Preprocess the data and set it for the model. For different task we need to apply different preprocessing using the llm tokenizer and prompt engineering technique