Yunsup Jung
AI Engineer | Software Engineer | Data Engineer
- Role
- Sr Software Engineer, Gen Ai Eng at Meta
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Yunsup Jung
Highly motivated ML Engineer interested in pursuing full-time opportunities as ML, Data related Positions.· Hand on Experience- Machine learning [Bagging/Boosting Model, Classification/Clustering Model, Deep Learning (CNN, RNN, LSTM)]- Implement automated test pipeline [Data driven approach, Unit testing for method and infrastructure, E2E testing (API, deployment), Manage/Monitor with Dashboard and Jira]- Data Engineering – AWS [ML Data Pipeline, Automated ETL Pipeline, Dimensional Modeling, PySpark(EMR), MPP], Airflow- Statistical Analysis & Feature Engineering [OLS Ad-hoc Analysis, Time Series, PCA, KNN, K-Mean, Regularization]
Experience
Sr Software Engineer, Gen Ai Eng
May 2024 — Present
Designed and deployed scalable multi-strategy Gen AI training pipelines for Pre-training and SFT for text-to-video models.· Integrating semantic, aesthetic, and composite quality filters to curate 100M+ high-resolution video samples of data—boosting data diversity and downstream model performance.· Tested and benchmarked model and video decoders (pytorch) for checking performance, accuracy, measuring memory efficiency/usage and frame quality to ensure reliable data processing for model training.
Education
UC San Diego
Bachelor's Degree, Computer Eng./Bioengineering Department, Bioinformatics
2011 — 2015
Udacity
Self-Driving Car Engineer, Computer Engineering
2018 — 2019
Udacity
Cloud DevOps Engineer
2021 — 2021
University of New Haven
Master of Science (M.S.), CSE Department, Data Science
2016 — 2017
Udacity
Data Engineer, Computer Engineering
2019 — 2020
Skills
- Galaxy
- Western Blotting
- Nosql
- Python
- Deep Learning
- Html
- Sge
- Algorithms
- Starcluster
- Apache Spark
- Immunostaining and Elisa Anti-Body
- Mapreduce
- Integrated Genome Browser(Igb)
- Dna/Rna Purification
- Bowtie
- Tuxedo
- Jupyter Notebook
- Circos
- Ubuntu
- Artificial Neural Networks
- Pandas
- Ldh Assay
- Scikit Learn
- Centos
- C
- Statistics
- Cufflinks
- Data Mining
- Sql
- Rnaseq
- Linux
- Ngs
- Aws Kinesis
- Agarose Gel Electrophoresis
- Parallel Computing
- Java
- Machine Learning
- Pcr
- Mongodb
- Hadoop
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