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mani1994

Remote worker with 7+ years of experience - Last seen ago

I bring over five years of hands-on experience with Python, focusing on machine learning, data analysis, and application development. My work includes designing predictive models, such as customer segmentation with ARIMA and SARIMA for inventory forecasting and deploying complex NLP and image classification solutions with TensorFlow and Keras. Iโ€™ve built applications integrating SQL and natural language processing for interactive query systems, and I specialize in fine-tuning NLP models like BERT for tasks like sentiment analysis and question answering. With strong knowledge of key libraries such as Pandas, Scikit-Learn, and Hugging Face Transformers, Iโ€™m adept at developing robust solutions and optimizing performance. Additionally, I have experience with tools like Docker, CI/CD pipelines, and AWS, ensuring smooth integration and efficient deployment in production environments.


Skilled in python machine learning deep learning nlp data analysis tensorflow pytorch scikit learn xgboost flask keras aws streamlit sql mysql amazon rds web scraping bert llama2 gradio pandas matplotlib time series forecasting arima sarima sentiment analysis cnn image classification data preprocessing feature engineering statistical analysis decision trees random forest chatbot dev api dev data visualization model deployment computer vision nlp techniques model optimization hyperparameter tuning cloud computing generative ai 
Fluent in english
Preferred annual pay (min) $10,000/year
Preferred hourly pay (min) $4/hour
Last seen 11 days ago
Signed up 18 days ago
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๐ŸŽ– Early adopter

Employment

2022 - Present : Machine learning engineer @ Merit group

2018 - 2022: Machine learning Engineer @ Codek

Education

2013 - 2017: Mechanical engineer @ Ned university

1,862ms