Candidate's About
I am a data scientist with experience in building machine learning, statistical, and deep learning models, with a focus on comprehensive cyber risk modeling. I have expertise in MLOps and have worked in the NLP and NLU domains, building chatbots and job search engines. I was responsible for building a framework for cloud incident databases, cloud exposure databases, and clustering DDoS attacks.
Work & Experience
DData Science & Analytics
Jan 20 - PRESENT
- Built a model to explain the likelihood of a company's size, sector, and jurisdiction being impacted by a Business Email Compromise attack in cyber risk, using DVC as the model architecture
- Built a Dagster pipeline to extract news from various language domains, apply NLP models, and analyze activities, running on a daily basis with partitions and notifications on failure
- Bu...
Read More SSenior Modeling Analyst
May 18 - Jun 20
- Built a Cloud Outage Incident Database for the top four cloud service providers (CSPs), mapping incidents, products, services, data centers, and regions into one schema and generating analytical reports.
- Developed a Cloud Exposure Database containing revenue generation, market share, cloud adoption rate, and data center share information.
- Clustered DDOS attacks into groups ...
Read More DData Scientist Trainee
Jun 17 - Apr 18
- Developed classifier for job search engine using Sentence Vectors and SVM
- Implemented NLU in AI chatbot for job search queries, company FAQs, and casual conversations
- Assisted in creating a recommendation engine to provide relevant job profiles based on user browsing history and AI-chatbot interactions
- Designed a personalized AI chatbot for each user to aid career s...
Read More Education
IM.Sc. Applied Statistics and Informatics
Indian Institute of Technology2015 - 2017
PB.Sc. Statistics (Hons)
P.G. D.A.V. College, University of Delhi2012 - 2015
Achievements
- Achieved recognition for exceptional performance and commitment to work at RMS in 2019.
- Achieved All India Rank 60 in the IIT JAM 2015 Master of Science Exam.
- Achieved head position of Logistics Team in 36th Mathematics Olympiad, organized by Mathematics Association at IITB.
- Key Member of Logistic & Registration Team for 35th Mathematics Olympiad, Mathematics Association, IITB.