Data Scientist | Machine Learning Engineer
- Location
- United States
- Rate, USD
- Not specified
- Work schedule
- Full Time,
- Language skills
- English
- Available for Hire
- Yes
Hire me
About me
I have strong experience in Python scripting and building cloud/desktop applications and libraries for ML models/servers using technologies like PyTorch, PySpark, Pandas, and Flask/Django. My expertise extends to various ML models, including Computer Vision and NLP recognition/generation, where I have trained and fine-tuned models from scratch with correct data engineering and science. I am proficient in content generation models and services, combining them into a single pipeline with effective prompt engineering and parameter adjustments. My experience also includes deploying ML models onto cloud servers and edge devices, optimizing them into lightweight models while conducting performance analysis with high insight metrics. I have a solid background in MLOps tools and platforms, including Terraform and Nvidia Triton Server, and I am skilled in configuring GCP and AWS services for ML training and serving instances. Additionally, I have experience in architecting ML Ops from scratch, including resource planning, project estimation, and mentoring team members.
Professional area
Education
- 2019 – 2021 Master's degree in Computer Science and Artificial Intelligence @ Georgia Institute of Technology
- 2010 – 2014 Bachelor’s degree @ Yale University
Experience
- June 2024 – May 2025 Lead Machine Learning Engineer @ Shopify
Led the AI development pipeline and production deployment for the app filtering and recommendation based on app descriptions and metadata.
- May 2019 – May 2024 Senior Data Scientist @ Cloudera
Worked on LLM-based domain specified and business information analysis assist Chat/QA bot/reporter building.
- April 2018 – May 2019 Senior Analyst, Senior Machine Learning Engineer @ InData Labs
Played with text classification models for contextual text blobs.
- January 2017 – March 2022 Python Engineer/ ML Engineer / Data Engineer @ Upwork
Worked on several projects with professional experience in Data Science and ML|DL solutions development.
- January 2018 – February 2019 Tech Co-Founder @ WarmElsa
From scratch building an AI vision and time-series model in the startup environment.
- August 2017 – May 2018 Team Lead @ L2 Inc.
Backend service development and internal data tools development.
- August 2013 – May 2014 Research Assistant, Python Engineer @ Yale School of Medicine
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