Anoushka Agrawal

Software Engineer

United States3 yrs 5 mos experience

Most Likely To Switch

Key Highlights

Expert in building scalable ML infrastructure.
Proven track record in high-availability deployments.
Strong background in distributed systems and observability.

Stackforce AI infers this person is a SaaS-focused Software Engineer with expertise in machine learning and cloud infrastructure.

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Skills

Core Skills

Amazon Web Services (aws)Machine Learning

Other Skills

Distributed SystemsObservabilityHigh-Availability DeploymentsPython (Programming Language)C++Problem SolvingData StructuresMicrosoft OfficeHTMLCSSJavaScriptCSQLFlaskPandas

Experience

3 yrs 5 mos

Total Experience

1 yr 1 mo

Average Tenure

2 yrs 1 mo

Current Experience

Amazon web services (aws)

Software Engineer

Apr 2024 – Present · 2 yrs 1 mo · Bellevue, Washington, United States · Hybrid

Building ML inference infrastructure for SageMaker. I own control plane and runtime systems that serve production models globally, focusing on distributed systems, observability, and high-availability deployments.
Key work:
Designed container-level observability system for real-time CPU/GPU telemetry, reducing metric publishing latency from 60s → 10s
Implemented Redis-based distributed throttling for multi-tenant inference fleets (~15M TPS, 99.9% availability)
Built LRU-based caching for LLM inference endpoints (70B+ models) with LoRA adapter support, maintaining sub-3s P99 latency
Delivered zero-downtime rolling deployments via dual-revision aware routing under live traffic
Owned multi-region production readiness across 7 AWS regions
Automated capacity validation, reducing manual fleet analysis from 12 hours/week to <10 minutes

Amazon Web Services (AWS)Machine LearningDistributed SystemsObservabilityHigh-Availability Deployments

Amazon

2 roles

Software Development Engineer

Aug 2023 – Apr 2024 · 8 mos · Sunnyvale, California, United States · Hybrid

SDE Intern

May 2022 – Aug 2022 · 3 mos · Sunnyvale, California, United States · Hybrid

Amazon Web Services (AWS)

University of southern california

2 roles

Graduate Teaching Assistant

Jan 2022 – May 2022 · 4 mos · Los Angeles, California, United States

I will be a Graduate Teaching Assistant for the course Data Structures and Object Oriented Design for Spring 2022. A course that introduces the student to standard data structures (linear structures such as linked lists, (balanced) trees, priority queues, and hashtables), using the C++ programming language.

Graduate Teaching Assistant

Aug 2021 – Dec 2021 · 4 mos · Los Angeles, California, United States

Worked as Graduate Teaching Assistant for the course CSCI 102 - Fundamentals of Computation for Fall 2021. A course focusing on fundamental concepts of algorithmic thinking as a primer to programming. Also involving Introduction to C++.
As a TA, I had to conduct labs, take office hours, review and grade assignments as well as exams.