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Samridhi .

Technical Lead | Software Engineer @Google | Applied Generative AI | Mobile Applications | Full Stack

Mountain View

10+ years of work experience

Google
Oct 20232 yrs 9 mosPresent

Hybrid

​Tech Lead, Generative AI | Hybrid LLM (Gemini) & RAG and ReAct based AI Agents in Mobile Applications ​ Lead the architecture for Ask Pixel from scratch - including a RAG based orchestration engine that intelligently routes tasks between on-device Lora on top of Gemini Nano and server-side LLM models, with post processing pipelines, device context management, ReAct Architecture and session management. Specialize in cross-team and cross functional influence, bridging the gap between high-level product vision and complex technical execution, spread across multiple teams. Driving alignment between cross functional groups to build the product vision. Driving the technical strategy across teams shaping the future technical direction for the product Participate in hiring, feedback and performance reviews of engineers. I am excited about growing and coaching engineers on the team!
Google
Oct 20212 yrs 1 moOct 2023

Bengaluru, Karnataka, India

Technical Lead | Google Mobile Assistant (now Gemini App) Led the Digital Marketing Act requirements for separation of CPS for Google Search & Assistant App Led the Feature Configuration Framework to determine feature eligibility on Mobile Assistant Involved in improving the performance of Assistant Summarizer feature - latency analysis, model comparisons, data analysis
Google
Jul 20201 yr 4 mosOct 2021

Bengaluru, Karnataka, India

Trained the B2B offer classification model from scratch - a BERT based neural network classifier model. Collaborated closely with ML Engineers to learn the space from scratch Built the automated training pipelines, model evaluation pipelines from scratch with a feedback loop. Built the model inference and ingestion infrastructure plugging it into the Google Ads infrastructure working across multiple teams and driving alignment on the design and infrastructure. Part of the founding engineering team, mentored several new engineers on the team and helped the team grow, while I transitioned from an individual contributor into the TL role for the offer classification model Led multiple Data Analysis efforts for identifying the focus areas for B2B offer modelling, writing optimized SQL queris, flume pipelines for identifying patterns
Amazon
May 20191 yr 2 mosJun 2020

Bengaluru, Karnataka, India

Founding Engineer for the Pixel web application for Prime Videos which was aimed at automating the generation of creatives for the Prime Videos website. Worked cross functionally with PM and UX to shape the vision of the product. Mentored multiple engineers on the team with Amazon AWS technologies - Workflows, Lambda, Athena, API Gateway, DynamoDB
Amazon
May 20172 yrs 1 moMay 2019

Bengaluru, Karnataka, India

Led the re-architecture of Amazon App store Developer Experience Web Application from a monolithic to a micro services based architecture. Built the Developer API toolkit which external developers could integrate with to submit their apps to Amazon Appstore Led the rolling stone for App Submission team migrating from Oracle SQL database to Postgres open source database which helped in cost saving XX$
Goldman Sachs
Jul 201611 mosMay 2017

Bangalore

Indian Institute of Technology, Bombay
May 20152 mosJun 2015

Mumbai, Maharashtra, India

IITBombayX MAPP a web application development project using Python, Django, MongoDB, MySQL, Highcharts, Javascript.

Education

Stanford University

AI Professional, Artificial Intelligence

Stanford University

20262026
Birla Institute of Technology, Mesra

Bachelor of Engineering (B.E.), Computer Science

Birla Institute of Technology, Mesra

20124 yrs2016

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Samridhi . on Tal

Headline

Technical Lead | Software Engineer @Google | Applied Generative AI | Mobile Applications | Full Stack

About

10+ years of experience

Location

Mountain View

Work experience

Technical Lead | Software Engineer at Google, Oct 2023 - Present · 2 yrs 9 mos, Hybrid, ​Tech Lead, Generative AI | Hybrid LLM (Gemini) & RAG and ReAct based AI Agents in Mobile Applications ​ Lead the architecture for Ask Pixel from scratch - including a RAG based orchestration engine that intelligently routes tasks between on-device Lora on top of Gemini Nano and server-side LLM models, with post processing pipelines, device context management, ReAct Architecture and session management. Specialize in cross-team and cross functional influence, bridging the gap between high-level product vision and complex technical execution, spread across multiple teams. Driving alignment between cross functional groups to build the product vision. Driving the technical strategy across teams shaping the future technical direction for the product Participate in hiring, feedback and performance reviews of engineers. I am excited about growing and coaching engineers on the team!

Technical Lead | Software Engineer at Google, Oct 2021 - Oct 2023 · 2 yrs 1 mo, Bengaluru, Karnataka, India, Technical Lead | Google Mobile Assistant (now Gemini App) Led the Digital Marketing Act requirements for separation of CPS for Google Search & Assistant App Led the Feature Configuration Framework to determine feature eligibility on Mobile Assistant Involved in improving the performance of Assistant Summarizer feature - latency analysis, model comparisons, data analysis

Technical Lead | Software Engineer at Google, Jul 2020 - Oct 2021 · 1 yr 4 mos, Bengaluru, Karnataka, India, Trained the B2B offer classification model from scratch - a BERT based neural network classifier model. Collaborated closely with ML Engineers to learn the space from scratch Built the automated training pipelines, model evaluation pipelines from scratch with a feedback loop. Built the model inference and ingestion infrastructure plugging it into the Google Ads infrastructure working across multiple teams and driving alignment on the design and infrastructure. Part of the founding engineering team, mentored several new engineers on the team and helped the team grow, while I transitioned from an individual contributor into the TL role for the offer classification model Led multiple Data Analysis efforts for identifying the focus areas for B2B offer modelling, writing optimized SQL queris, flume pipelines for identifying patterns

Software Development Engineer at Amazon, May 2019 - Jun 2020 · 1 yr 2 mos, Bengaluru, Karnataka, India, Founding Engineer for the Pixel web application for Prime Videos which was aimed at automating the generation of creatives for the Prime Videos website. Worked cross functionally with PM and UX to shape the vision of the product. Mentored multiple engineers on the team with Amazon AWS technologies - Workflows, Lambda, Athena, API Gateway, DynamoDB

Software Development Engineer at Amazon, May 2017 - May 2019 · 2 yrs 1 mo, Bengaluru, Karnataka, India, Led the re-architecture of Amazon App store Developer Experience Web Application from a monolithic to a micro services based architecture. Built the Developer API toolkit which external developers could integrate with to submit their apps to Amazon Appstore Led the rolling stone for App Submission team migrating from Oracle SQL database to Postgres open source database which helped in cost saving XX$

Software Engineer at Goldman Sachs, Jul 2016 - May 2017 · 11 mos, Bangalore

Summer Intern at Indian Institute of Technology, Bombay, May 2015 - Jun 2015 · 2 mos, Mumbai, Maharashtra, India, IITBombayX MAPP a web application development project using Python, Django, MongoDB, MySQL, Highcharts, Javascript.

Education

AI Professional, Artificial Intelligence, Stanford University

Bachelor of Engineering (B.E.), Computer Science, Birla Institute of Technology, Mesra