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I am a results-driven and experienced Data Scientist & Machine Learning Engineer with a Master’s degree in Data Science and over 10 years of combined experience in machine learning, predictive modeling, and deep learning. My work spans multiple sectors including energy, finance, healthcare, and industrial systems, and I am passionate about leveraging AI-driven solutions to improve operational efficiency and customer experience. I have a strong background in designing, developing, and deploying predictive models with high accuracy, and I enjoy collaborating cross-functionally to deliver transformative analytics solutions. I am eager to continue contributing my skills to support organizations in achieving operational excellence and innovation at scale.…I am a results-driven and experienced Data Scientist & Machine Learning Engineer with a Master’s degree in Data Science and over 10 years of combined experience in machine learning, predictive modeling, and deep learning. My work spans multiple sectors including energy, finance, healthcare, and industrial systems, and I am passionate about leveraging AI-driven solutions to improve operational efficiency and customer experience. I have a strong background in designing, developing, and deploying predictive models with high accuracy, and I enjoy collaborating cross-functionally to deliver transformative analytics solutions. I am eager to continue contributing my skills to support organizations in achieving operational excellence and innovation at scale.

Muhammad Amin Ghias

Data Scientist, AI Engineer, Developer, +1

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I am a results-driven and experienced Data Scientist & Machine Learning Engineer with a Master’s degree in Data Science and over 10 years of combined experience in machine learning, predictive modeling, and deep learning. My work spans multiple sectors including energy, finance, healthcare, and industrial systems, and I am passionate about leveraging AI-driven solutions to improve operational efficiency and customer experience. I have a strong background in designing, developing, and deploying predictive models with high accuracy, and I enjoy collaborating cross-functionally to deliver transformative analytics solutions. I am eager to continue contributing my skills to support organizations in achieving operational excellence and innovation at scale.…I am a results-driven and experienced Data Scientist & Machine Learning Engineer with a Master’s degree in Data Science and over 10 years of combined experience in machine learning, predictive modeling, and deep learning. My work spans multiple sectors including energy, finance, healthcare, and industrial systems, and I am passionate about leveraging AI-driven solutions to improve operational efficiency and customer experience. I have a strong background in designing, developing, and deploying predictive models with high accuracy, and I enjoy collaborating cross-functionally to deliver transformative analytics solutions. I am eager to continue contributing my skills to support organizations in achieving operational excellence and innovation at scale.

Available to hire

I am a results-driven and experienced Data Scientist & Machine Learning Engineer with a Master’s degree in Data Science and over 10 years of combined experience in machine learning, predictive modeling, and deep learning. My work spans multiple sectors including energy, finance, healthcare, and industrial systems, and I am passionate about leveraging AI-driven solutions to improve operational efficiency and customer experience.

I have a strong background in designing, developing, and deploying predictive models with high accuracy, and I enjoy collaborating cross-functionally to deliver transformative analytics solutions. I am eager to continue contributing my skills to support organizations in achieving operational excellence and innovation at scale.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Machine Learning Engineer at Enerlytics Tech Lab

March 1, 2024 - Present

Developed and deployed advanced machine learning models for energy analytics, achieving 95%+ accuracy in time series forecasting using LSTM, RNN, and GRU algorithms. Conducted comprehensive data analysis on complex operational datasets to identify performance trends and optimization opportunities, delivering actionable insights. Designed and implemented MLOps pipelines with automated hyperparameter tuning, ensuring robust model performance and deployment reliability.

Team Lead - Machine Learning Engineer (Intern) at Technocolabs Softwares

December 31, 2022 - August 4, 2025

Led a 6-member data science team to deliver the Bondora Financial Risk Prediction project, developing and deploying predictive models on AWS with AUC-ROC score exceeding 0.95. Designed end-to-end MLOps pipelines with advanced feature engineering and hyperparameter optimization. Presented complex analytical findings to stakeholders through compelling presentations, translating technical insights into actionable business recommendations.

Graduate Research Student at Institute of Business Administration, Karachi

February 28, 2024 - August 4, 2025

Developed novel deep learning framework for critical decision-making in healthcare operations, leveraging TensorFlow and Keras to achieve high-accuracy mortality predictions in Pediatric ICU patients. Implemented cutting-edge NLP techniques using Hugging Face's ClinicalBERT for automated data imputation, creating a user-friendly Gradio interface to enhance operational accessibility. Conducted extensive research on advanced ML algorithms, including customer segmentation models that generated 15% ROI increase and predictive analytics for resource optimization.

Deputy Manager at K-Electric

October 31, 2021 - August 4, 2025

Collaborated with engineering teams and energy stakeholders to support data-driven decision-making for large-scale infrastructure improvements. Developed predictive maintenance models for power system components, reducing unplanned downtime by 18%.

Engineer at National Refinery Limited

October 31, 2019 - August 4, 2025

Managed installation and commissioning of 7.5 MW steam turbine generator, utilizing data analysis and optimization strategies to enhance system reliability and operational efficiency. Analyzed operational data to identify process improvement opportunities, implementing solutions that increased production efficiency by 8%. Collaborated with multidisciplinary teams to ensure seamless integration of new technologies and operational procedures.