You will get a text classifier trained on your dataset + an API or script
Project details
Will develop a model that can do text classification for sentiment analysis or any type of document classification you need given that you provide me with a dataset that contains english text and labels for each text, Your dataset needs to have at least 800 examples for each class.
I will use the best available NLP techniques to develop a model for you and deliver it to you either as a REST API with an endpoint for sentiment analysis or as a Python script that can perform classification on a CSV or excel file, your choice.
For the task of sentiment analysis I can use online available datasets
I will use the best available NLP techniques to develop a model for you and deliver it to you either as a REST API with an endpoint for sentiment analysis or as a Python script that can perform classification on a CSV or excel file, your choice.
For the task of sentiment analysis I can use online available datasets
What's included
| Service Tiers |
Starter
$200
|
Standard
$400
|
Advanced
$800
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 5 days |
Number of Revisions | 1 | 2 | 2 |
Number of Model Variations | 2 | 3 | 8 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 1 | 2 | 5 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
About Pablo
AI Engineer | LLMs and Agents expert
Buenos Aires, Argentina - 7:32 am local time
- Text classification
- Text generation
- Chatbots
- LLM finetuning
- Machine learning
- Autonomous agents
- Any system that works with natural language
Why hire me?
🛠 10 years of experience working for Silicon Valley startups make me your best choice for developing new products. I've single-handedly developed end-to-end products among: Autonomous agents, Chatbots, Semantic search engines, LLM finetuning. In previous roles I worked as a single person team where I take ideas, design and build an end-to-end system out of it and deploy it.
🎓I have a First class honors Bachelor's degree in Computer Science(specializing in ML and AI) from the University of London and a Professional Certificate in AI from Stanford.
🔬I have experience in the entire Machine learning workflow: Exploratory analysis/data processing, modeling and deployment.
✅ Some of the technologies I've mastered are:
Python, Python ML and Data Science libraries: (Numpy, Pandas, scikit-learn, Pytorch, Transformers, Keras, Seaborn, Matplotlib), LLM frameworks(Llama Index, Langchain, DSPY), AWS, Google DialogFlow, MongoDB, SQL, Unix, Javascript, Node.JS
Experience with classifiers:
I build Machine Learning or heuristics/lexicon based binary, multi-label or hierarchical classifiers. Experience working with tweets, I know how to preprocess them to extract the most out of them.
Experience with text generation:
I understand how transformer based models work and can fine tune pretrained language models to generate text for your application domain.
Experience with chatbots:
Experience with LLM agents, RASA, DialogFlow, Alexa and building custom chatbot frameworks from scratch which use Transformer models in different parts of the system
RAG expert:
5 years of experience working with search engines.
Steps for completing your project
After purchasing the project, send requirements so Pablo can start the project.
Delivery time starts when Pablo receives requirements from you.
Pablo works on your project following the steps below.
Revisions may occur after the delivery date.
Gather requirements
Exploratory analysis on dataset