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Vishruth Shambhat

Applied AI@ZS | IIT Madras

Bengaluru

5+ years of work experience

ZS
Dec 20241 yr 9 mosPresent

Built production GenAI systems for pharma analytics — NL→SQL, entity resolution, prompt orchestration, async workflows, and deployment.
ZS
Jul 20222 yrs 6 mosDec 2024

Bengaluru

Got real-world reps in applied ML and learned the hard truth: data science is mostly data — EDA, segmentation, feature work, recommendations, churn, targeting, and campaign analytics
Indian Institute of Technology, Madras
Jun 20211 yJun 2022

Chennai

Got hooked on medical AI, went deep into GANs, U-Nets, federated learning, and published a paper along the way.
PhotoGAUGE
Dec 20206 mosMay 2021

Went from barely being able to code to building end-to-end computer vision pipelines across camera calibration, photogrammetry, image processing, object detection, and segmentation.
Honda Motorcycle & Scooter India Pvt. Ltd.
Jun 20192 mosJul 2019

Bengaluru

Wore a uniform and walked 20k+ steps daily around the factory for 2 months

Vishruth’s AI Stack

claude code
claude code
claude
claude
codex
codex
langchain
langchain
langgraph
langgraph
openai
openai

Education

Indian Institute of Technology, Madras

Master of Technology - MTech, Automotive Engineering

Indian Institute of Technology, Madras

20211 yr2022
Indian Institute of Technology, Madras

BTech - Bachelor of Technology, Engineering Design

Indian Institute of Technology, Madras

20174 yrs2021

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Headline

Applied AI@ZS | IIT Madras

About

Embrace the learning curve

Location

Bengaluru

AI stack

claude code

claude

codex

langchain

langgraph

openai

Work experience

AI Associate Consultant at ZS, Dec 2024 - Present · 1 yr 9 mos, Built production GenAI systems for pharma analytics — NL→SQL, entity resolution, prompt orchestration, async workflows, and deployment.

Data Science Associate at ZS, Jul 2022 - Dec 2024 · 2 yrs 6 mos, Bengaluru, Got real-world reps in applied ML and learned the hard truth: data science is mostly data — EDA, segmentation, feature work, recommendations, churn, targeting, and campaign analytics

Graduate Research Assistant at Indian Institute of Technology, Madras, Jun 2021 - Jun 2022 · 1 y, Chennai, Got hooked on medical AI, went deep into GANs, U-Nets, federated learning, and published a paper along the way.

Research Intern at PhotoGAUGE, Dec 2020 - May 2021 · 6 mos, Went from barely being able to code to building end-to-end computer vision pipelines across camera calibration, photogrammetry, image processing, object detection, and segmentation.

Summer Intern at Honda Motorcycle & Scooter India Pvt. Ltd., Jun 2019 - Jul 2019 · 2 mos, Bengaluru, Wore a uniform and walked 20k+ steps daily around the factory for 2 months

Education

Master of Technology - MTech, Automotive Engineering, Indian Institute of Technology, Madras

BTech - Bachelor of Technology, Engineering Design, Indian Institute of Technology, Madras

Public links

github: https://github.com/Vishruth-Sham

Vishruth Shambhat - AI Associate Consultant in Bengaluru | Tal