Jan 2020 – May 2020 · 4 mos · Austin, Texas Metropolitan Area

• Worked with Prof. Raymond Mooney on Causal Graphs for Language Understanding.

May 2019 – Aug 2019 · 3 mos · Sunnyvale, California, USA

• Worked on Time-Series Forecasting and Anomaly Detection.
• Analysed different available datasets to check seasonality and holiday effects.
• Worked on Data and ML Pipeline, to continuously ingest, and train neural network
• models, on new data, using Tensorflow Extended library.

Sep 2016 – Aug 2018 · 1 yr 11 mos · Seoul Incheon Metropolitan Area

• Worked on developing Samsung’s Autonomous Vehicle.
• Worked on handling dynamic object detection, like pedestrians and cars
• using cameras and LiDARs using deep CNNs implemented in Tensorflow.
• Successfully got Highway Autonomous Driver Permit for the car in August 2017 after test conducted by Korean Transportation Authority. The car then successfully navigated around in the city in loop of 10 km.

May 2015 – Jul 2015 · 2 mos · Gyeonggi, South Korea

• Helped a robot decide navigable indoor space in real time by training a deep neural network using Caffe with various images of household objects and obstacles (like door thresholds, table bottoms, etc.).
• Achieved the F1-score of 90.4% on the dataset curated by the company.