Deep Pathak

About Deep Pathak

I am a passionate and results-driven Data Scientist committed to unlocking the value of data to drive strategic decision-making, innovation, and business success. With over 7 years of experience in data analytics, machine learning, and business intelligence, I bring a powerful blend of technical expertise, analytical thinking, and business acumen to every project.My academic journey includes a Bachelor of Science in Mechanical Engineering from R. C. Patel Institute of Technology in India, and a Master of Science in Engineering Management from the University of Houston, Texas. These experiences helped me build a strong foundation in problem-solving, critical thinking, and data-driven decision-making.Professionally, I have had the privilege of working with leading organizations such as CenterPoint Energy, FootSteps, Ernst & Young, and the International Monetary Fund. Through these roles, I have gained hands-on experience in developing machine learning models, building predictive analytics solutions, automating ETL pipelines, and delivering real-time business insights through advanced dashboards. I am highly skilled in Python (pandas, scikit-learn, TensorFlow, PyCaret), SQL, Tableau, Power BI, Google BigQuery, and cloud platforms like GCP and Amazon S3.One of my key strengths lies not just in analyzing complex datasets, but also in effectively communicating insights to stakeholders at all levels. Whether it\'s building AI-powered dashboards, developing anomaly detection models, or driving cross-functional analytics initiatives, I am deeply committed to translating data into actionable strategies that drive tangible results.Continuous learning and growth are core to who I am. I actively seek out opportunities to stay at the forefront of emerging technologies, AI/ML advancements, and best practices in data science. I believe that the ability to adapt, innovate, and think creatively is what truly sets apart impactful data professionals today.As I move forward in my career, I am excited to bring my passion for data science, my technical skills, and my drive for excellence to organizations that are ready to leverage the full power of their data assets. If you are looking for a motivated and dynamic Data Scientist who can turn data into a strategic advantage, I would love the opportunity to connect and collaborate.Let\'s connect and explore how we can use data to unlock new possibilities.

Experience

1. Data Scientist

   CenterPoint Energy

   Aug 2024 — Present · Houston, TX, US

   Developed and deployed machine learning models (Python, TensorFlow) to predict system risks, improving forecasting accuracy by 70%.Designed automated AI-driven ETL pipelines in Google BigQuery, reducing data processing times by 50% and enabling real-time analytics.Built end-to-end predictive models using PyCaret to identify historical trends, improving operational efficiency by 30%.Developed anomaly detection models to identify infrastructure performance outliers, reducing critical incident response times by 30%.Created AI-powered Tableau dashboards, integrating ML insights with real-time data to optimize resource allocation.

Education

• R. C. Patel Institute of Technology, Shirpur

  Bachelor of Engineering - BE, Mechanical Engineering

  2010 — 2015

• University of Houston-Clear Lake

  Master's degree, Engineering/Industrial Management

  2018 — 2020