Summary
Overview
Work History
Education
Skills
Timeline
Generic

Vismay Mistry

San Francisco,CA

Summary

Software Developer dedicated to continuous improvement through hands-on learning and development. Experienced in building and optimizing sophisticated machine learning systems, automated data pipelines, and scalable infrastructure solutions. Skilled in mobile and desktop development environments, proficient in programming languages including Java, Python, JavaScript, C, and C++. Adept at designing multi-modal ML pipelines, noise detection methodologies, Automation and Machine Learning(Auto/ML) processes, and maintaining robust CI/CD practices. Strong collaborative team player with excellent communication and analytical abilities, experienced in working closely with cross-functional teams including Applied Scientists and Product Managers.

Overview

3
3
years of professional experience

Work History

Software Engineer Developer

Amazon
01.2023 - Current
  • Led development on Artemis, an internal LLM-powered system generating keyword targeting rules.
  • Implemented noise detection using K-Nearest Neighbors (KNN) and Retrieval-Augmented Generation (RAG).
  • Designed and orchestrated complete AutoML pipelines for scalable rule generation.
  • Built multi-modal ML pipelines supporting keyword, image, and OCR-based targeting.
  • Developed CI/CD pipelines for automated deployments, reducing operational overhead.
  • Managed compute clusters handling over 1,000 daily AutoML jobs.
  • Collaborated with Applied Scientists and Product Managers on prompt engineering and rule validation.

Software Analyst

Salesforce
01.2022 - 12.2022
  • Analyzed and resolved application issues by executing Salesforce-specific queries (SOQL, SOSL) to identify and address data discrepancies.
  • Developed and maintained software solutions using Java and Python scripts to automate support processes and system monitoring tasks.
  • Followed software development best practices, including version control, code reviews, and Agile methodologies, ensuring reliable and maintainable support solutions.
  • Monitored application health, emphasizing quality metrics, reliability, and repeatability in software maintenance and issue resolution.

Education

Bachelor of Science - Computer Science

University of California, Davis
Davis, CA
12-2022

Skills

    AI/ML Technologies:

  • Large Language Models (LLMs), Prompt Engineering, Retrieval-Augmented Generation (RAG)
  • AutoML Pipelines, K-Nearest Neighbors (KNN)
  • Multi-modal ML (text, images, OCR)

    • Programming Languages:

  • Java, Python, JavaScript, C, C

    • Web Technologies:

  • RESTful APIs, HTML, CSS

    • Cloud Services:

  • AWS (EMR, SageMaker, Lambda, EC2, ECS/EKS, Step Functions, Cloudformation, CDK, VPC, AWS Batch, Cloudwatch)

    • Databases:

  • SQL, MySQL

    • Continuous Integration & Deployment:

  • AWS CodePipeline, Jenkins, GitHub Actions, Docker, Kubernetes

Timeline

Software Engineer Developer

Amazon
01.2023 - Current

Software Analyst

Salesforce
01.2022 - 12.2022

Bachelor of Science - Computer Science

University of California, Davis

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