About Me

👋 Hi !

I am Smit Zaveri. I am currently working as Senior Product Data Scientist in Hitachi Vantara.

I have expertise in developing ML pipelines and deployment ready frameworks.I like to own the whole process from documentation/ideation of business problem to delivery of ML product.This includes all of the steps including not-very-ml-like-tasks (if necessary) such as data sysnthesis, data collection, automation, infrastructure, controlled experiment designing etc. I love to follow and read about MLOps and ML System Design and I actively participate in MLOps events.

Prior to industrial experience I have worked on experimental physics and computational physics research.

I am very strict with my routine and always start my day by working out. I am fitness freak. In my free time I play DOTA 2 as well. I love to read and write about different things. I am a firm believer that a heavy workout gives you healthy mind and that brings healthy lifestyle.

Work Experience

💼 In my current role I am working on different problems in Cloud Domain. Currently I am working on ChatBot service to support SREs to enable faster resolution of tickets/incidents/issues in the system. Previously, I have worked on Anomaly Detection Problem in microservice architecture and also worked on Root Cause Analysis for the anomalies in micro-service architecture. Both of these models are UAT tested and are sold to clients. For the solution I have worked on for Root Cause Analysis we have filed patent.

💼 Before this I have worked as Machine Learning Engineer in Hitachi Vantara, where I have worked on implementing different research papers to analyse Logs Data and worked on big data computing.

💼 I have worked as Machine Learning Intern in Hitachi Vantara prior to this where I learnt basics of log analysis, big data computing, basics of NLP, log parsing and frequecy based predictions.

💼 I have worked on different platforms like AWS & Azure. I have worked on data synthesis, controlled experimentation using Chaos Mesh for micro-service environment and so on.

Awards

🥇 PATENT : Detecting Root Cause of anomalies in micro-services

🥇 2021 Win together Hackathon Hitachi Vantara : Worked on IOT data(Robotic arm) to detect real time failure prototype.

🥇 Solution Invention Award 2021 : One of the Best solution for customer requirement for the patent mentioned above.

Education

B.S Physics - Indian Institute of Technology Kanpur

Minor in Mechanical Engg. - Indian Institute of Technology Kanpur : Specialization in Computational Techniques

Professional Interests

❕ MLOps

❕ NLP

❕ Knowledge Graph