AI/ML/NLP Development

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About this service

Summary

As a Freelance Senior Machine Learning Engineer specializing in Natural Language Processing (NLP) and Computer Vision, I offer a wide range of services designed to help clients leverage the power of NLP to extract insights, automate processes, and enhance their products and services. My expertise encompasses the latest advancements in NLP technologies, ensuring that clients receive state-of-the-art solutions tailored to their needs.
Below are the NLP services I provide, along with the technology stack I am proficient in:
Services I Offer:
Text Analysis and Sentiment Analysis
Chatbots and Conversational Agents
Named Entity Recognition (NER)
Text Classification and Categorization
Machine Translation
Natural Language Generation (NLG)
Topic Modeling and Keyword Extraction
Speech Recognition and Generation

Process

General Steps for Both Computer Vision and NLP Projects:
Problem Definition and Scope:
Data Collection:
Data Preprocessing:
Exploratory Data Analysis (EDA):
Model Selection and Development:
Training the Model:
Evaluation:
Iteration:
Deployment:
Monitoring and Maintenance:
For NLP Projects: Language data is inherently complex and diverse. Preprocessing and the choice of model (e.g., using pre-trained models like BERT for understanding context) are crucial for capturing the nuances of language.

What's included

  • Natural Language Processing (NLP) Development

    NLP Services I Offer: Text Analysis and Sentiment Analysis: Development of models to analyze text data from various sources (social media, reviews, customer feedback) to determine sentiment, trends, and customer opinions. Chatbots and Conversational Agents: Design and implementation of intelligent chatbots and conversational agents for customer support, e-commerce, and interactive user experiences. Named Entity Recognition (NER): Development of models to identify and categorize key information in text such as names, organizations, locations, dates, and other specifics. Text Classification and Categorization: Automated classification of text into predefined categories, useful for content filtering, organization, and recommendation systems. Machine Translation: Implementation of machine translation solutions to automatically translate text between languages with high accuracy. Natural Language Generation (NLG): Generating human-like text from structured data, useful for automated report generation, content creation, and summarization tasks. Topic Modeling and Keyword Extraction: Extracting topics and keywords from large volumes of text to uncover hidden themes and improve content discoverability. Speech Recognition and Generation: Development of speech processing solutions to convert speech to text and vice versa, enabling voice-activated applications and services.

Recommendations

(5.0)

Christine is the best contracted software engineer I’ve ever worked with in the last 10 years. Her effort, transparency, and efficiency is far beyond many I’ve worked with before. Would absolutely work with her again and recommend to work with her.


Skills and tools

AI Model Developer

ML Engineer

AI Developer

Python

Python

PyTorch

PyTorch

scikit-learn

scikit-learn

TensorFlow

TensorFlow

Variational Autoencoders (VAEs)

Industries

Computer Software
Cryptocurrency & Blockchain
Professional Services