Personal details
Ashvini J.
Timezone: Pacific Time (US & Canada) (UTC-7)
Summary
My name is Ashvini and I am from India working at LinkedIn as Applied Research Engineer in NLP and ML. My daily job involves keeping LinkedIn feed spam-free, improving job search, and applying state-of-the-art algorithms for the problem at hand. I enjoy interacting with students and have served as a speaker as well as conducted workshops at various campuses.
I like to travel and recently I went to Iceland and that made me more curious about traveling to various parts of the world. I love playing TT and Squash in my free time and like to hang out with friends.
Work Experience
Sr. Applied Research Engineer - NLP,ML,DL
LinkedIn | May 2018 - Present
Machine Learning
Data Analysis
NLP (Natural Language Processing)
Deep Learning
TensorFlow
Distributed Systems Engineering
Working on keeping LinkedIn Feed professional (spam-free), Improving Job Search Experience of Users.
R&D Engineer - NLP,ML,DL
IPSoft Global Services | Jul 2016 - Jan 2018
Machine Learning
NLP (Natural Language Processing)
Deep Learning
TensorFlow
Chatbot
Worked on Building Chatbots for Amelia Science: https://www.ipsoft.com/amelia-science/
Personal Projects
BERT based Extreme Classification for Job Search Suggestions:
2020
Python
NLP (Natural Language Processing)
Deep Learning
TensorFlow
Distributed Systems Engineering
Performed Distributed BERT-pretraining at 10x scale of Google-BERT on members’ job sessions. Finetuned and ramped BERT in Extreme Classification Setting (1M labels)
DoubleTap Viral Item Detection
2019
Scala
Machine Learning
Apache Spark
Built flow to prevent false hyper-virality and save huge artificial likes on DoubleTap post