Vishnu Murali

About Vishnu Murali

I am Vishnu Murali, Data Scientist having 8+ years experience on developing data based solutions for enterprises - building data pipelines, developing ML solutions (regression, classification, time series forecasting), NLP based systems (search engines, RAG systems, prompt engineering and LLM fine tuning) and designing ML architecture (ml-ops)Currently working as Senior Data Scientist for Deloitte US-India Office and part of commercial insights team building business insights on customer and sales intelligence. I work on creating automated insights, developing ML & NLP solutions for supporting sales & marketing teams. I do have hand-on expertise on time series forecasting solutions to predict demand/supply based on internal and external factors.Additionally, I worked at Saint-Gobain Research India, where I played a role in driving initiatives related to Industry 4.0 and Data science for manufacturing analytics. During this time, I gained extensive experience working on projects involving Computer vision, Text analytics, and ETL, all aimed at enhancing production and workplace efficiency.Preferred Tech-stack : Python, SQL, Pyspark, Databricks, Tableau, Langchain, docker, Azure servicesResearch works published ORCID : you want to discuss more on career growth, webinars and speaking opportunity, email to : vishnuerm[at]gmail[.]com

Experience

1. Senior Data Scientist

   Deloitte

   Nov 2023 — Present · Bengaluru, IN

   1] Developing data & Generative AI solutions for market intelligence products[2] Building LLM based solution using RAG architecture and prompt engineering[3] Setting up API\'s (FastAPI) to integrate ML models or Gen AI into user facing products[4] Integrated CI/CD of ML project lifecycle using ML-flow and Github [5] Working with end users to understand specific needs and workflow automations

Education

• Mahatma Gandhi University

  Bachelor of Technology (BTech)

  2006 — 2010

• National Institute of Technology, Tiruchirappalli

  Master of Technology (MTech), Industrial Engineering

  2011 — 2013