Machine Learning Engineer

AI/ML Development Princeton, New Jersey, United States

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Summary

As a highly skilled machine learning engineer with 10 years experience combining data science, data engineering and machine learning, I am confident that I have the technical expertise and skill set to drive impactful projects at your organization.

My roles have always been collaborating with team members from product, data science, data engineering, data analyses, software engineer. I have wear different hats my career as data analyst, data scientist, data engineer, ML/MLOps engineer and web app developer. In addition, I am a great team player who enjoys collaborating with coworkers from different teams to achieve high quality outcomes. I am also curious in a lot of areas and always eager to learn new technologies and skills.

with experience as a data scientist and a data engineer, I know very well regarding the workflow and pain points in data and I also pay great attentions to small details, data quality and data infrastructure. I am very interested in application development and making data products in any type useful forms which can be used easily in applications and by team members. I have extensive experience with python, GCP(vertex AI, bigquery, cloud function, pub/sub) and docker. I am also familiar with airflow and circieCI. I built an in-house model monitoring tool which will automatically track required metrics and create an interactive dashboard and send instant messages and alerts to slack. I also built and deployed a web application using streamlit to do application search. I have also used Dash to build web applications for data exploration as well. I have deployed/managed multiple models into production to provide better user experience and improve customer satisfaction. I have used lucidchart/confluence to do a thorough system design and communicate with teammates and implemented the system on GCP.

Expectations

I am still highly interested on the creating data products like API, web application which can be used and accessed easily. I like exploring different domains and working with different teams. I want to be involved with projects which will make impacts. I like the job to be fun and challenging. I want to work in a team with good environment.