Ashish C.

About Ashish C.

Helping start-ups adopt Generative AI solutions at GCP.X-Senior Solution Architect/ AI Ranger at Microsoft.Google Certified Professional Machine Learning Engineer. Former machine learning engineer at Telecom, Media and Entertainment BU. DATAFEST \'18 runner-up that was organized by the American Statistical Association (ASA), 5 years of experience in Data Science and Machine Learning. A Deep Learning enthusiast with a good understanding of Calculus, Linear Algebra, and 3D-vectors. Skilled in Python, SQL, and big data frameworks.

Experience

1. Ai Customer Engineer, Start-ups

   Google

   Oct 2023 — Present · Cambridge, MA, US

   Helping start-ups with Google Cloud AI productsBuild relationships with the executives on the customer side. Scaling and evangelizing Google Cloud AI products to partners and customers through seminars, workshops, 1 to many eventsProvide thought leadership to the field in selling Google GenAI productsUnblock start-ups with AI blockers and enable them with best practicesHelp customers evaluate Gemini models compared to Anthropic and OpenAI models to migrate them to Google cloudLiaison between product/ engineering team and solution architects working with the customers.ProjectsMulti-agentic system to provide surgery video feedbackDesigned and implemented SurgRAW, a novel multi-agent framework for robotic surgical video analysis, orchestrating specialized agents across Visual-Semantic and Cognitive-Inference streams.Authored task-specific Chain-of-Thought (CoT) prompts grounded in the surgical domain, enhancing decision interpretability and reducing model hallucinations without requiring expensive fine-tuningOutperformed Gemini 3.1 Pro and exceeded a traditional supervised baseline by 18% in zero-shot accuracy on a specialized surgical benchmark using Gemini 3.1 flash lite.Autograder multi-agentic system for an education start-upDesigned and implemented a multi-agent system that can analyze the organic chemistry assignment Helped the customer move from Gemini 2.5 Pro to 3.1 Pro with a better performanceAdding an additional proof reader using TxGemma on the assignment grading done by sequential Gemini models

Education

• DeepLearning.AI

  Deep Learning Specialization, Deep Learning

  2017 — 2018

• Penn State University

  Masters, Data Analytics

  2017 — 2018

• Institute of Engineering and Technology

  Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering

• Dayawati Modi Public School

  Senior High School