GV

GeezerVison

The World Wide Web, restored to 800 pixels of glory.

Home|About|Gaming cabinet|Archives|How it works|Starter sites

On this site

  • Sign in
  • ActionsCI/CD and automation
  • CodespacesCloud development environments
  • All Features
  • Documentation
  • Training
  • Certifications
  • Build with Copilot
  • Customize Copilot
  • Integrations
  • Trending repos
  • GitHub Sponsors
  • Developer articles
  • Enterprises

This view

  • Original page
  • New address

GeezerVison is showing github.com — amsborse - Overview

@amsborse amsborse Follow
More
  • Overview
  • Repositories
  • Projects
  • Packages
  • Stars
@amsborse
amsborse
Follow
View amsborse's full-sized avatar
😶‍🌫️
I may be slow to respond.

Akshay Borse amsborse

😶‍🌫️
I may be slow to respond.
Follow
What keeps me interested in engineering is: take something complicated, understand it deeply, and leave it a little simpler than you found
4 followers · 11 following
  • Microsoft
  • Seattle, WA, USA
  • https://www.hackerrank.com/amsborse
  • @amsborse
  • https://medium.com/@amsborse
  • in/amsborse

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO
More
  • Overview
  • Repositories
  • Projects
  • Packages
  • Stars
amsborse/README.md

Animated map connecting AI infrastructure, distributed systems, security, cloud platforms, and developer tooling

Akshay Borse — Senior Software Engineer · AI infrastructure, distributed systems, developer platforms

LinkedIn · Featured Projects · Research · Email

Senior Software Engineer with 8+ years at Microsoft and Amazon building AI infrastructure, distributed systems, security platforms, and developer tooling — including AI security for 237K+ agents across 13K+ organizations and event orchestration at 100K+ TPS.


Selected Engineering Impact

Selected accomplishments from professional roles — not open-source repository statistics.

237K+

AI agents protected
AI security & governance

100K+

TPS workload scale
Distributed event orchestration

$250K+/mo

Cloud cost reduction
Observability standardization

60+

Microservices supported
Platform architecture

  • AI-agent governance and risk enforcement across 13K+ enterprise tenants
  • Platform standardization across ~50 services and 40 engineers, saving 40–50 engineering-weeks
  • Deployment across commercial and US government cloud environments (GCC, GCCH, DoD)

Experience

Microsoft · Senior Software Engineer · Sep 2025 – Present

AI security and governance for agentic identities in Microsoft Purview Insider Risk Management.

  • Risk policy and enforcement for 237K+ active AI actors across 13K+ enterprise tenants
  • Audit-history enrichment across 40+ global AD forests and three sovereign cloud regions
  • Multi-region ingestion across 28 Azure regions processing 135K+ daily risk signals with compute isolation

Tech: C# · .NET · Azure Functions · Cosmos DB · Event Hubs · Kusto · Bicep · ARM · Microsoft Purview · Geneva

Amazon · Software Engineer 2 · Aug 2019 – Aug 2025

Platform engineering, distributed systems, production ML, and observability at scale.

  • DSL-driven microservice bootstrap framework — weeks to hours setup, 40–50 engineering-weeks saved across ~50 services
  • Event orchestration at 100K+ TPS across 16 microservices and 8 business-critical workflows
  • SageMaker and Bedrock ML systems — $28M annualized delivery impact, 7% sales conversion lift, 13–16% fulfillment gains
  • CloudWatch logging optimization — $250K+/month cost reduction; 60% fewer Sev-2 alerts

Tech: Java · Python · gRPC · REST · Docker · ECS · Lambda · DynamoDB · S3 · Aurora · Step Functions · App Mesh · Redis · Kinesis · CloudWatch · OpenSearch · SageMaker · Bedrock


Featured Projects

LeetDesign

LeetDesign simulating traffic, a flash-sale spike, and architectural stress on a three-tier store design

Interactive system-design simulator for modeling scalability, fault tolerance, and architectural trade-offs through executable service and workload models.

Concepts: capacity modeling · failure domains · load shaping · partition simulation

FinanceOS

FinanceOS overview, AI insights, and transaction drill-down in dark mode

AI-powered financial intelligence platform that transforms transactions into explainable insights and personalized recommendations through deterministic processing and LLM-assisted reasoning.

Concepts: deterministic pipelines · explainable AI · guarded LLM reasoning · multi-currency ledgers

Live demo

Arsenal

Arsenal artisan clay new-quest form and precision task card expansion

Developer-tooling platform for project scaffolding, workflow automation, repository analysis, validation, and context-efficient AI coding workflows.

Concepts: scaffolding · repo analysis · workflow automation · AI context optimization

Orbit

Orbit task card expanding, completing, and updating today dashboard metrics

Offline-first productivity application for managing tasks, recurring routines, habits, workload planning, and personal analytics.

Concepts: offline-first sync · local persistence · habit loops · workload analytics


Systems & Research

Ad-Infinitum — F2FS Garbage-Collection Research

Linux filesystem research exploring F2FS garbage-collection policies through kernel instrumentation, performance benchmarking, and latency optimization. Published survey comparing NILFS and F2FS cleaning policies with compile-bench throughput analysis.

Concepts: F2FS · log-structured filesystems · garbage collection · kernel instrumentation · latency benchmarking

Published paper · Repository


InvisibleLoops

Interactive knowledge-graph platform for exploring cognitive patterns, behaviors, decisions, and feedback loops.

Repository · Live demo


Technical Capabilities

Languages

Java · C# · Python · JavaScript · SQL · C/C++ (systems & filesystem research)

AI & Machine Learning

Agentic AI governance · RAG · prompt engineering · Amazon SageMaker · Amazon Bedrock · Anthropic LLMs · production ML serving · quantile regression · XGBoost classification

Distributed Systems & APIs

Microservices · REST · gRPC · event-driven architecture · high-throughput orchestration · fault tolerance · horizontal scaling · Redis

Cloud & Infrastructure

Azure: Functions · Cosmos DB · Event Hubs · Kusto · Bicep · ARM · sovereign cloud (GCC, GCCH, DoD) · AWS: ECS · Lambda · DynamoDB · S3 · Aurora · Step Functions · App Mesh · Kinesis · Docker

Data & Storage

Cosmos DB · DynamoDB · Aurora · S3 · event replay · vector search · multi-tenant data models

Observability & Operations

CloudWatch · Geneva · OpenSearch · Kibana · Kusto · telemetry standardization · dynamic log-level APIs · MTTR reduction

Testing & Delivery

Unit & integration testing · load & stress testing · canary analysis · fault injection · automated rollback · CI/CD · infrastructure as code · TRA compliance

Security & Governance

AI identity risk scoring · tenant-configurable policy enforcement · insider risk management · OAuth 2.0 · sovereign cloud compliance


Architecture Map

Architecture map — AI infrastructure, security, distributed systems, production ML, cloud platforms, and developer tooling

Mermaid view
flowchart TB
  AI["AI Infrastructure"] --> SEC["AI Security & Governance"]
  AI --> ML["Production ML"]
  SEC --> DS["Distributed Systems"]
  ML --> DS
  DS --> CLOUD["Cloud Platforms"]
  CLOUD --> DEV["Developer Tooling"]
  DS --> DEV
  DEV --> DEL["Platform Delivery"]
  CLOUD --> DEL
Loading

Contact

Interested in AI infrastructure, distributed systems, or developer platforms?

LinkedIn · Portfolio · Email · GitHub

Redmond, WA

Pinned Loading

  1. Face-Recognition Face-Recognition Public

    Visual recognition system — COEN 266 Artificial Intelligence final project (2019).

    Jupyter Notebook

  2. Action-Recognition Action-Recognition Public

    Jupyter Notebook

  3. Hero-Recommendation-System-for-Dota-2 Hero-Recommendation-System-for-Dota-2 Public

    ML draft assistant for Dota 2 using Naive Bayes, trained on 50,000 professional matches.

    Jupyter Notebook

  4. ChatBot ChatBot Public

    Python

  5. Ad-infinitum Ad-infinitum Public

    Experimental F2FS kernel module for studying log-structured file system cleaning policies.

    C

  6. Automatic-SQL-Generator Automatic-SQL-Generator Public

    Python

Something went wrong, please refresh the page to try again.
If the problem persists, check the GitHub status page or contact support.

Uh oh!

There was an error while loading. Please reload this page.

You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.