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Expert Machine Learning Engineering

$25/hr Starting at $25

Description:

Welcome to my gig! I am a seasoned Machine Learning Engineer with a deep specialization in Natural Language Processing (NLP) and Computer Vision. My expertise lies in transforming raw data into valuable insights and innovative solutions, guiding you through the full data science cycle for a successful project.

What I Offer:

1. NLP Services:

  • Sentiment Analysis: Leveraging LSTM networks and Transformer models like BERT for nuanced understanding of customer feedback.
  • Text Classification & Clustering: Using advanced techniques like TF-IDF vectorization and neural embeddings to categorize and group text data efficiently.
  • Chatbot Development: Building intelligent and context-aware chatbots using RASA or Dialogflow, integrated with custom machine learning models.
    • Language Translation & Named Entity Recognition (NER): Utilizing state-of-the-art models like GPT-4 for accurate translations and entity extraction.


2. Computer Vision Services:

  • Image Recognition & Classification: Implementing Convolutional Neural Networks (CNNs) for accurate image categorization.
  • Object Detection & Tracking: Using frameworks like YOLO or Faster R-CNN for real-time object detection in video streams.
  • Facial Recognition & Analysis: Employing Deep Learning models for facial feature extraction and emotion analysis.
  • Custom Model Development: Tailoring machine learning models to your specific needs, ensuring they align perfectly with your project objectives.

  • Data Preprocessing & Feature Engineering: Cleaning, normalizing, and transforming data to maximize the performance of machine learning models.

  • Model Deployment & Maintenance: Assisting in deploying models into production environments and providing ongoing support and optimization.


Technologies:

  • Programming Languages: Python, R
  • Libraries & Frameworks: TensorFlow, PyTorch, Keras, Scikit-Learn, OpenCV, Pandas, NumPy
  • Cloud Services: AWS, Google Cloud, Azure (for scalable computing and storage solutions)
  • Tools: Jupyter Notebook, Git, Docker


Past Projects Showcase:

  • E-commerce Sentiment Analysis: Developed a model that processed customer reviews in real time, providing actionable insights into customer satisfaction and product reception.
  • Automated Surveillance System: Implemented an object detection system that successfully identified and tracked objects in crowded environments, aiding in security and monitoring.


Why Choose Me?

  • Expertise in NLP and Computer Vision: With years of experience, I offer solutions that are not only technically sound but also practical and business-oriented.
  • Customized Approach: I believe in a tailored approach, ensuring that the solutions align perfectly with your project goals.
  • Commitment to Quality: I am dedicated to delivering high-quality, efficient, and effective solutions that add tangible value to your business.

Looking forward to transforming your data into actionable insights and innovative solutions!

About

$25/hr Ongoing

Download Resume

Description:

Welcome to my gig! I am a seasoned Machine Learning Engineer with a deep specialization in Natural Language Processing (NLP) and Computer Vision. My expertise lies in transforming raw data into valuable insights and innovative solutions, guiding you through the full data science cycle for a successful project.

What I Offer:

1. NLP Services:

  • Sentiment Analysis: Leveraging LSTM networks and Transformer models like BERT for nuanced understanding of customer feedback.
  • Text Classification & Clustering: Using advanced techniques like TF-IDF vectorization and neural embeddings to categorize and group text data efficiently.
  • Chatbot Development: Building intelligent and context-aware chatbots using RASA or Dialogflow, integrated with custom machine learning models.
    • Language Translation & Named Entity Recognition (NER): Utilizing state-of-the-art models like GPT-4 for accurate translations and entity extraction.


2. Computer Vision Services:

  • Image Recognition & Classification: Implementing Convolutional Neural Networks (CNNs) for accurate image categorization.
  • Object Detection & Tracking: Using frameworks like YOLO or Faster R-CNN for real-time object detection in video streams.
  • Facial Recognition & Analysis: Employing Deep Learning models for facial feature extraction and emotion analysis.
  • Custom Model Development: Tailoring machine learning models to your specific needs, ensuring they align perfectly with your project objectives.

  • Data Preprocessing & Feature Engineering: Cleaning, normalizing, and transforming data to maximize the performance of machine learning models.

  • Model Deployment & Maintenance: Assisting in deploying models into production environments and providing ongoing support and optimization.


Technologies:

  • Programming Languages: Python, R
  • Libraries & Frameworks: TensorFlow, PyTorch, Keras, Scikit-Learn, OpenCV, Pandas, NumPy
  • Cloud Services: AWS, Google Cloud, Azure (for scalable computing and storage solutions)
  • Tools: Jupyter Notebook, Git, Docker


Past Projects Showcase:

  • E-commerce Sentiment Analysis: Developed a model that processed customer reviews in real time, providing actionable insights into customer satisfaction and product reception.
  • Automated Surveillance System: Implemented an object detection system that successfully identified and tracked objects in crowded environments, aiding in security and monitoring.


Why Choose Me?

  • Expertise in NLP and Computer Vision: With years of experience, I offer solutions that are not only technically sound but also practical and business-oriented.
  • Customized Approach: I believe in a tailored approach, ensuring that the solutions align perfectly with your project goals.
  • Commitment to Quality: I am dedicated to delivering high-quality, efficient, and effective solutions that add tangible value to your business.

Looking forward to transforming your data into actionable insights and innovative solutions!

Skills & Expertise

APIArtificial IntelligenceAutomation EngineeringChatbotsCloud ComputingData ExtractionData ManagementEngineeringModelingObject Oriented ProgrammingProgrammingPythonScience

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