Summary
Overview
Work History
Education
Skills
Projects
Timeline
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AYUSH LIMAYE

Redmond,WA

Summary

Senior Software Engineer with 5+ years of experience at Microsoft and Amazon architecting high-scale distributed systems and cloud infrastructure. Proven expertise in leading 0-to-1 initiatives, defining technical roadmaps, and engineering AI infrastructure via MCP servers. Expert in Java, Go, Python, and Azure, with a track record of reducing global rollout times by 95% and delivering mission-critical solutions to millions of users

Overview

9
9
years of professional experience

Work History

Software Engineer

Microsoft
Redmond
02.2022 - Current
  • Spearheaded technical roadmap and architectural standards for Orchestrator team, collaborating with leadership and PMs to define product execution.
  • Architected distributed heartbeat system, reducing antimalware signature rollout time by 53% across millions of Azure VMs.
  • Engineered CI/CD pipeline for Azure Policy SDP, eliminating manual PR validation and accelerating rollout velocity by 95%.
  • Mentored engineers and interns, optimizing onboarding processes and enhancing triage response for high-impact customer escalations.

Software Engineer

Amazon
Bellevue
09.2019 - 02.2022
  • Architected "Notes 2.0" platform, structuring legacy data for over 1M devices and increasing delivery efficiency by 25%.
  • Directed cross-functional team of five engineers, launching multi-stop delivery experience and boosting driver efficiency by 15%.
  • Mentored intern in OCR model development for business hours extraction, achieving 80% accuracy and enhancing driver efficiency by 10%.

Software Engineer

Center for Development of Advanced Computing
Pune
12.2016 - 05.2017
  • Architected multilingual page converter with a team of 5 engineers and linguists, boosting translation accuracy and enabling seamless system integration.
  • Developed advanced intent recognition models for chatbots using CNN, RNN, and LSTM architectures, enhancing natural language understanding and response precision.

Education

Master of Science - Computer Science and Engineering

State University of New York At Buffalo
Buffalo
06.2019

Bachelor of Technology - Computer Science and Engineering

Jaypee University of Engineering And Technology
Guna
07.2016

Skills

  • Languages : Java, Python, C, C, C#, Ruby, Go, YAML, PHP, Javascript, HTML, CSS, Powershell scripting
  • Database : SQL, Postgres, Kusto(KQL), MongoDB
  • Cloud & Infrastructure: Azure, AWS, Distributed Systems, CI/CD Pipelines
  • Tools & Frameworks: Git, Visual Studio, IntelliJ, Android SDK
  • AI/Machine Learning: CNN, RNN, LSTM, OCR Models, Natural Language Processing (NLP)

Projects

NLP-to-SQL MCP Server 

  • Engineered an MCP server that uses Natural Language Processing to convert user intent into optimized SQL queries for self-service data retrieval.
  • Designed a secure schema-context layer to map database metadata to LLM prompts, ensuring query accuracy while preventing SQL injection.

Information retrieval system on twitter data

  • Developed a multilingual Information Retrieval web application on twitter data using Solr and python with Flask.
  • Implemented sentimental analysis, summarization, query boosting, faceted searching, pagination,
    geolocation and deployed on AWS EC2 instance.

Relational Query Engine

  • An academic project built using JSQL parser in Java, takes in input in form of SQL queries to return results from data in flat files
  • Multi-Class design supporting different types of queries along with different joining algorithms.
  • Built an optimizer and applied statistics that picks the best query plan and algorithm for the
    operation.

Replicated key-value storage distributed system

  • Designed an instant messaging multi-threaded Android application, based on Amazon Dynamo for replicated key-value storage.
  • Implemented support for concurrent read/write operations, per-key linearizability, node failures and recovery.

Timeline

Software Engineer

Microsoft
02.2022 - Current

Software Engineer

Amazon
09.2019 - 02.2022

Software Engineer

Center for Development of Advanced Computing
12.2016 - 05.2017

Master of Science - Computer Science and Engineering

State University of New York At Buffalo

Bachelor of Technology - Computer Science and Engineering

Jaypee University of Engineering And Technology
AYUSH LIMAYE