You will get Fine-Tuned AI Models for Industry-Specific Needs
Rising Talent
Project details
You’ll get a domain-specific Large Language Model fine-tuned to your organization’s data, language, and workflows. I’ll customize an LLM that truly understands your industry and ensure more precise and compliant outputs.
✅ Core Development Process:
The project includes dataset preparation, model fine-tuning, evaluation, and deployment.
I work with both proprietary APIs (OpenAI GPT, Anthropic Claude) and open-source frameworks (LLaMA, Falcon, Mistral, Gemma) to match your infrastructure and budget.
✅ Key Capabilities:
✔ Domain-specific understanding for finance, healthcare, legal, and other industries
✔ Context-aware answers and improved factual consistency
✔ Integration with your internal tools, CRMs, or document systems
✔ Custom prompt engineering and evaluation pipelines
✔ Privacy-focused development with secure data handling
✔ Scalable deployment via AWS, GCP, or on-prem environments
✅ Technical Stack:
Python, Hugging Face Transformers, LangChain, Pytorch, FastAPI, Weights & Biases, Docker, AWS Sagemaker, Vertex AI.
Supports model quantization and optimization for efficient inference and lower compute cost.
Let’s talk!
✅ Core Development Process:
The project includes dataset preparation, model fine-tuning, evaluation, and deployment.
I work with both proprietary APIs (OpenAI GPT, Anthropic Claude) and open-source frameworks (LLaMA, Falcon, Mistral, Gemma) to match your infrastructure and budget.
✅ Key Capabilities:
✔ Domain-specific understanding for finance, healthcare, legal, and other industries
✔ Context-aware answers and improved factual consistency
✔ Integration with your internal tools, CRMs, or document systems
✔ Custom prompt engineering and evaluation pipelines
✔ Privacy-focused development with secure data handling
✔ Scalable deployment via AWS, GCP, or on-prem environments
✅ Technical Stack:
Python, Hugging Face Transformers, LangChain, Pytorch, FastAPI, Weights & Biases, Docker, AWS Sagemaker, Vertex AI.
Supports model quantization and optimization for efficient inference and lower compute cost.
Let’s talk!
Machine Learning Tools
ChatGPT, GPT-3, MLflow, pandas, Python Scikit-Learn, scikit-learn, TensorFlowWhat's included
| Service Tiers |
Starter
$200
|
Standard
$400
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 5 days | 10 days | 15 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 5 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | ||
Source Code | - |
About Nouman
Gen AI Engineer | LLM Fine-tuning | NLP | OCR | Voice Agent | Chatbot
Erlangen, Germany - 3:21 am local time
✨What I Do:
~Build Generative AI applications enabling natural language querying and interaction with data for non-technical users.
~Fine-tune and optimize LLMs for domain-specific tasks using curated datasets, PEFT, LoRA, QLoRA, RLHF, and structured evaluation pipelines.
~Develop NLP-driven systems, including text-to-SQL converters, chatbots, and query-to-visualization tools.
~Design predictive models for churn prediction, customer segmentation, and forecasting to support data-driven decisions.
~Create OCR pipelines for extracting structured insights from scanned PDFs, images, and handwritten documents.
~Deploy production-grade AI systems on AWS, FastAPI, Docker, and other scalable cloud architectures.
📊Highlighted Projects:
~Developed a Generative AI tool converting natural language prompts into interactive graph queries and visualizations, reducing data analysis time.
~Built a Natural Language to SQL Query Generator using LangChain, LlamaIndex, and OpenAI GPT, integrated into FastAPI for instant database interaction.
~Fine-tuned and evaluated LLMs with feedback-based optimization, improving benchmark performance and task-specific accuracy.
~Designed predictive churn and segmentation models, reducing customer attrition by 11% for financial institutions.
~Developed an OCR-powered CO₂ footprint estimator, extracting and analyzing environmental data from scanned reports via a cloud-based API.
✅Technical Expertise:
~Programming & Frameworks: Python, SQL, TensorFlow, Keras, Scikit-learn.
~LLM & GenAI Tools: LangChain, LlamaIndex, OpenAI GPT, Hugging Face Transformers.
~Model Optimization: LoRA, QLoRA, PEFT, RLHF, DPO.
~OCR & Computer Vision: Tesseract, PaddleOCR, OpenCV.
~API & Deployment: FastAPI, Docker, AWS (Lambda, S3, EC2, SageMaker).
~Data Science & Analytics: Pandas, NumPy, Matplotlib, Seaborn.
~Databases & Vector Stores: PostgreSQL, MySQL, Pinecone, Weaviate.
If you’re looking for a Generative AI engineer or NLP or OCR specialist to transform your ideas into production-ready AI applications, let’s collaborate!
#GenerativeAI #LLM #NLP #MachineLearning #AIApplications #AIModelTraining #LangChain #LlamaIndex #ChatGPTDeveloper #RAGSystems #SemanticSearch #DocumentAI #OCR #ComputerVision #AIAutomation #FastAPI #PythonDeveloper #AWS #MLOps #TextToSQL
Steps for completing your project
After purchasing the project, send requirements so Nouman can start the project.
Delivery time starts when Nouman receives requirements from you.
Nouman works on your project following the steps below.
Revisions may occur after the delivery date.
delivery
delivery