Aryaman B.

Software Engineer

London, England, United Kingdom4 yrs experience

Key Highlights

Expertise in Java microservices and distributed computing.
Developed NLP-based resume matching system.
Achieved high efficiency in HPC benchmarking.

Stackforce AI infers this person is a Backend-heavy Software Engineer with expertise in Ads and distributed systems.

Contact

Skills

Core Skills

Natural Language Processing (nlp)Information Retrieval (ir)BenchmarkingContainerization

Other Skills

TF-IDFCosine SimilarityDockerSingularityC (Programming Language)LinuxGithubMachine LearningDeep LearningMATLABJavaC++SQLUNIXMicrosoft Office

About

Software engineer with a history of working in Ads. I have worked on java microservices, distributed computing and robotics. I have a bachelors in computer science from one of the premier institutes of India with a minor in data science.

Experience

4 yrs

Total Experience

1 yr

Average Tenure

Current Experience

Confluent

Software Engineer - 2

Jan 2025 – Sep 2025 · 8 mos · Edinburgh, Scotland, United Kingdom · Remote

Working in the networking team at confluent.

Amazon

Software Engineer

Sep 2022 – Dec 2024 · 2 yrs 3 mos · Edinburgh, Scotland, United Kingdom · On-site

Working in the Ad-Trust Org within the Amazon Advertisement business, helping build systems for moderation of ads trafficked on and off the Amazon ecosystem.

Indian institute of science (iisc)

Undergraduate Research Fellow

Jan 2022 – Jun 2022 · 5 mos · Bangalore Urban, Karnataka, India

Working on making new paradigms for distributed computation over temporal graphs.

Walmart global tech india

Software Engineer Intern

May 2021 – Jul 2021 · 2 mos · Bangalore Urban, Karnataka, India

Phronesis: end to end resume matching
Built a NLP and IR based pipeline to match candidates to potential interviewers based on their resumes.
Extracted relevant skills using a custom ensemble model.
Matched Skills to employee database using TF-IDF and cosine similarity in word vectors.

Natural Language Processing (NLP)Information Retrieval (IR)TF-IDFCosine Similarity

Centre for development of advanced computing

Software Engineer Intern

May 2020 – Jul 2020 · 2 mos · Pune, Maharashtra, India

Benchmarking containers for HPC in Docker and Singularity.
Containerized the STREAM and HPL benchmarks for easy setup across various computing systems.
Obtained 90% efficiency compared to the bare metal benchmark, thus keeping it viable as benchmark across systems.

DockerSingularityBenchmarkingContainerization

Birla institute of technology and science, pilani

2 roles

Teaching Assistant

Jan 2020 – May 2020 · 4 mos

Teaching assistant for CS F211 Object Oriented Programming, an introductory course to the OOP paradigm in JAVA. Responsible for conducting weekly labs, invigilating and assisting adminstration.

Teaching Assistant

Aug 2019 – Dec 2019 · 4 mos

Teaching assistant for CS F111 Computer Programming, an introductory course to programming in C. Taught weekly labs and assisted in invigilation and adminstrative work.