Anshuman Singh

Software Engineer

Bengaluru, Karnataka, India5 yrs 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Led FedRAMP certification for Tier-1 services.
Reduced AWS EC2 costs by 27% annually.
2× Google Summer of Code contributor recognized for GPU optimization.

Stackforce AI infers this person is a Backend Engineer specializing in SaaS solutions with a focus on performance and reliability.

Contact

anshumansinghlinkedin@gmail.com LinkedIn

Skills

Core Skills

Backend DevelopmentCloud ComputingMachine Learning

Other Skills

AWSAWS LambdaAlgebraApache KafkaArtificial Intelligence (AI)Artificial Neural NetworksAuthenticationBERTC (Programming Language)C++CaffeComplianceComputer VisionConvolutional Neural Networks (CNN)Cost Optimization

About

As a Backend SDE-II with Atlassian, I thrive on building and scaling Tier-1 services that demand reliability, performance, and compliance. My expertise lies in distributed systems, observability, and cost optimization—delivering robust solutions that drive both business outcomes and customer satisfaction. Key achievements: - Led FedRAMP certification for two Tier-1 services, unlocking new federal market opportunities by migrating production hash functions and deploying to secure, isolated environments. - Engineered an enterprise migration path, delivering secure asset media migration across three microservices in four weeks. - Eliminated noisy-neighbor issues for 10+ customers with a Redis-based rate limiting system, ensuring SLO adherence on multi-tenant SQS workloads. - Reduced AWS EC2 spend by 27% (~$30K/year) through efficient autoscaling and operational improvements. - Developed reliability tests processing 1M+ events, resulting in zero outages the following quarter. I’m a 2× Google Summer of Code contributor (DeepPavlov, OpenMined), recognized for GPU memory optimization in multitask BERT and GCP PyGrid automation that improved deployment times by 6×. Technical Skills: Java, Python, Spring Boot 3, REST, Kafka, Redis, PostgreSQL, DynamoDB, AWS, Terraform, Docker, Observability (Splunk, SignalFX, CloudWatch). I’m passionate about performance engineering, platform resilience, and building systems that scale. Let’s connect if you’re looking for a Backend/Platform SDE-II who delivers impact at scale

Experience

5 yrs 9 mos

Total Experience

1 yr 4 mos

Average Tenure

Current Experience

Atlassian

2 roles

Software Engineer 2

Promoted

Apr 2024 – May 2025 · 1 yr 1 mo · Bengaluru, Karnataka, India · Remote

Spearheaded FedRAMP certification for two Tier-1 services over three quarters by migrating production hash functions and deploying to isolated environments with restricted tooling, unlocking federal sales opportunities.
Unblocked the enterprise migration path by delivering asset media migration within four weeks and implementing secure authentication across three microservices.
Eliminated the noisy-neighbor problem affecting 10+ customers by designing and implementing a back-queue system with Redis-based rate limiting, while maintaining a 5-minute SLO for multi-tenant SQS workloads.
Engineered comprehensive reliability tests for a critical service by processing 1M+ events and simulating failures, validating alerts and leading to zero outages in the following quarter.

JavaSpring BootRedisAWSSQSBackend Development+1

Software Engineer

Jul 2022 – Apr 2024 · 1 yr 9 mos · Bengaluru, Karnataka, India · Remote

Reduced EC2 costs by 27% (saving $30K annually) for a Tier-1 service by implementing efficient autoscaling policies.
Reduced Tier-1 service alert noise by 40% and authored 7 operational runbooks, reducing incident response times and expediting on-call engineer onboarding.
Spearheaded a zero-downtime upgrade of a Tier-1 service from Java 11/Spring Boot 2 to Java 17/Spring Boot 3 within one month, eliminating critical EOL security risks under tight deadlines.
Executed the FY23 Sev-0 disaster recovery exercise for a Tier-1 service by engineering data scripts and a restore API, achieving sub-minute recovery for 1,000 sites and authoring a runbook to validate recovery.

JavaSpring BootAWSOperational RunbooksBackend DevelopmentCloud Computing

Thoughtworks

Application Developer

Feb 2022 – Jun 2022 · 4 mos · Bengaluru, Karnataka, India

Google summer of code

Google Summer of Code 2021 participant with DeepPavlov

Jun 2021 – Aug 2021 · 2 mos

Analysed and replicated the GLUE benchmark results of two multitask BERT models from their respective research papers.
Improved GPU memory usage by 35% (for 2 tasks) by integrating the multitask Bert-n-Pals model in the DeepPavlov framework while achieving similar or better results when compared to single BERT models.

Openmined

3 roles

Technical Mentor

Jan 2021 – Mar 2021 · 2 mos

- Collaborated with a team of 15 members to mentor and review final projects for the OpenMined Private AI Series of courses.

Deep LearningGPU OptimizationMachine Learning

Community Navigator

Sep 2020 – Mar 2021 · 6 mos

- Mentored 32 members new to OpenMined towards making apt contributions as part of an Open-Source Community.

Open Source Contributor

Mar 2020 – May 2020 · 2 mos

Implemented Federated Learning Optimizer Class which will, under the hood, maintains a list of optimizer objects. FlOptimizer .py maintains a list of optimizer objects, one for each worker and use them in the appropriate context.
Added installation commands to resolve Installation error: invalid command 'udacity'. Added installation commands to install tf_encrypted manually from pip-dep/requirements_udacity.txt

PythonTerraformCloud Computing

Google summer of code

Google Summer of Code 2020 participant with OpenMined

May 2020 – Aug 2020 · 3 mos

Improved the time from 20 minutes to 3 minutes by implementing the Auto-Scale API to set up a PyGrid Cluster on Google Cloud Platform using Python and Terraform.
Implemented the feature to run ’sweep’ on a cluster to save 5 minutes while deleting the instances which are no longer in use and transfers the final trained model to the main instance using Python and PySyft.