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Arnav Somani Top-Executive

Industry: Financial Services
Headquarters: Bengaluru, Karnataka
Title: Senior AI/ML Engineer
Company: Franklin Templeton
Company Industry: Financial Services
Company Website: franklinresources.com
Company Linkedin: linkedin.com/company/franklin-templeton
Company Size: 5001-10000
Current Job Duration: 4 mos
Country: India
Languages: English, Gujarati, Hindi
Work Experience: Title: Senior AI/ML Engineer Company: Franklin Templeton Company URL: https://www.linkedin.com/company/franklin-templeton/ Industry: Financial Services Company Size: 5001-10000 Location: None Country: None Employment Type: None Start At: 09-2025 Ends At: Present Description: None Title: Senior Data Scientist Company: Ecolab Company URL: https://www.linkedin.com/company/ecolab/ Industry: Chemicals Company Size: 10001+ Location: Bengaluru, Karnataka, India Country: None Employment Type: None Start At: 11-2024 Ends At: 09-2025 Description: None Title: Analytic Edge Company: Analytic Edge Company URL: https://www.linkedin.com/company/analytic-edge-pvt-ltd-/ Industry: Marketing And Advertising Company Size: 51-200 Location: None Country: None Employment Type: None Start At: 04-2023 Ends At: 10-2024 Description: • Managing end to end client engagement, from data gathering and pre-processing to model development, validation, and presentation with the end client. • Utilized OpenAi 3.5 turbo Large Language Model (LLM) to create a chatbot for a fortune 1000 electronic company using RAG ( Retrieval Augmented Generation ) and also fine-tuned the LLM using Low Rank Adaptation fine-tuning. • Worked with Fortune 500 clients, to help build predictive models and optimize marketing strategies using statistical technique like Marketing Mix Model and machine learning method like regression. • Build interactive propensity model in python using XGBoost Classifier (ML Technique) to predict the likelihood of the users which may be most responsive to SMS marketing resulting in an increase of conversion ratio to 12% from 8%. • Using python predicted the Lifetime Value (LTV) of a subscriber of an OTT platform using survival techniques like curve fitting method, Cox Proportional Hazard (CPH) regression. Title: Data Analyst Company: Archer Company URL: https://www.linkedin.com/company/archer-systems-llc/ Industry: Legal Services Company Size: 201-500 Location: Vadodara, Gujarat, India Country: None Employment Type: None Start At: 09-2020 Ends At: 06-2021 Description: None Title: Analyst Company: None Company URL: https://www.linkedin.com/company/intertekcea/ Industry: None Company Size: None Location: Shanghai, China Country: None Employment Type: None Start At: 04-2020 Ends At: 08-2020 Description: None Title: Analyst Company: The Doctors Company Company URL: https://www.linkedin.com/company/the-doctors-company/ Industry: Insurance Company Size: 501-1000 Location: San Francisco Bay Area Country: None Employment Type: None Start At: 07-2018 Ends At: 08-2019 Description: None Title: Analyst Company: Spectrum Company URL: https://www.linkedin.com/company/spectrum/ Industry: Telecommunications Company Size: 10001+ Location: Greater Denver Area Country: None Employment Type: None Start At: 10-2017 Ends At: 07-2018 Description: None
Education: School: New York University Degree: Master's degree, Management of Technology Activities: None School: International Institute of Information Technology Bangalore Degree: PG Diploma, Machine Learning and Artificial Intelligence Activities: None School: Harvard Business School Online Degree: null, Core - Credentials to Readiness Activities: None School: Gujarat Technological University (GTU) Degree: Bachelor's degree, Electronics and Communications Engineering Activities: None
Headline: AI & Data Science at Franklin Templeton