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I will build a custom nlp pipeline or llm application using python for your business
Custom NLP, RAG and LLM Systems Built for Production, Not Just Demos
Most AI projects fail because they never move past demos I build ones that actually work.
I create NLP pipelines, RAG systems, AI agents, and automations for real business use document processing, se...
About this Gig
Struggling to make sense of your text data or build an
AI product that actually understands language?
I build custom NLP pipelines and LLM-powered applications
that help businesses extract real value from text whether
that's classifying feedback, detecting sentiment at scale,
or fine-tuning a model on your private data.
WHAT I BUILD:
Custom NLP Pipelines (end-to-end, production-ready)
Sentiment Analysis & Text Classification
Named Entity Recognition (NER) for custom domains
LLM Fine-Tuning (GPT, LLaMA, Mistral on your data)
RAG Systems & Custom AI Chatbots
Information Extraction from PDFs, emails, web pages
NLP API Development (FastAPI, REST endpoints)
WHAT YOU RECEIVE:
Clean, well-commented Python code
Full documentation & README
Model performance report (accuracy, F1, confusion matrix)
Post-delivery support for questions
I don't just run a model and hand you a CSV. I build clean,
documented, production-ready code your team can deploy and
maintain confidently.
Message me BEFORE ordering I'll scope it correctly so
there are no surprises.
Programming language:
Python
•
SQL
•
Colab
•
NoSQL
•
MLflow
Frameworks:
Scikit-learn
•
Google ML Kit
•
Keras
•
PyTorch
•
Panda
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What information do you need to get started?
I'll need a brief description of your project — what type of text data you have (customer reviews, emails, documents, social media, etc.), what you want to extract or build, and any tools or constraints you're working with.
Can you work with my existing dataset or codebase?
Yes. I can work with datasets in CSV, JSON, TXT, Excel, or database exports. If you already have a partial codebase or model, I can review it and build on top of it rather than starting from scratch.Just share the details when you reach out and I'll confirm the best approach.
Do I need to have my own OpenAI API key for LLM projects?
For projects using the OpenAI API, you will need your own API key (and usage costs apply from OpenAI directly). For open-source models like LLaMA or Mistral, no paid API key is required. I can guide you through the setup for either path depending on your budget and data privacy needs.
Will the NLP solution be production-ready or just a prototype?
Both options are available.
What if my NLP project is complex or doesn't fit a standard package?
Complex or custom NLP projects are welcome. Just message me before ordering and describe your use case. I'll review it and either confirm which package fits or send you a custom offer with the right scope, timeline, and price for your specific needs. I never take on projects I can't deliver.
How do you ensure model accuracy and quality?
Every model I build is evaluated with proper train/validation/test splits and standard NLP metrics (accuracy, precision, recall, F1 score, confusion matrix). You'll receive a performance report with every delivery.
Can you help me fine-tune an LLM on my private business data?
Yes , LLM fine-tuning on custom datasets is one of my core services, available in the Premium package. I can fine-tune models like LLaMA 2/3, Mistral, or Falcon using PEFT/LoRA techniques so you get strong performance without needing massive GPU resources.
