Aman J. profile photo 1 on Tal

Aman J.

Senior Software Engineer | AI agents | IIT Roorkee

Bengaluru

8+ years of work experience

Stealth AI Startup
Sep 20233 yrsPresent

Remote

Jul 20245 mosNov 2024

Tokyo

- Built an AI-assisted pre-screening interviewer for hiring managers and recruiters in Japan, adapting interview questions to candidate competencies and enriching resumes before pipeline entry. - Sold to 2 major recruiting firms for 1 year contract before recruiting agent was launched by Linkedin.
Woven Planet Holdings
Oct 20212 yrsSep 2023

Tokyo

- Designed and developed platform services for training and inference of large-scale data pipelines using Pachyderm, GitHub CI, and Terraform. - Led a team of 7 engineers to create a dataset and model management SDK in Python and PostgreSQL, leveraging AWS S3 for ML lifecycle management. - Developed an ML model evaluation framework that enabled rapid testing and deployment for maps pipelines. - Engineered Golang services for large-scale data exchange applications, utilizing PostgreSQL, PostGIS, and gRPC for map generation.
Mercari, Inc.
Oct 20183 yrs 2 mosNov 2021

Tokyo, Japan

- Developing large-scale microservices for various Search features including Dynamic faceting, query autocomplete, and query suggestion using GoLang. - Working on creating algorithms for query autocomplete, related query suggestion, and query classification which gets updated daily. - Develop ETL data pipeline to index data to Elasticsearch from Pub/Sub stream and Bigtable and manage using Cloud composer. - Manage Search platform and provide Elasticsearch as a service.
Google
May 20181 yr 4 mosAug 2019

- Mentoring GSoC'19 project on License Compliance called Atarashi. - Atarashi provides new/improved methods for scanning for license statements in open source software and generates an SPDX file and other copyright files. - Anticipated advantages are improved precision while offering an as easy as possible approach to add new license texts or new license references. Atarashi is designed to work stand-alone and with FOSSology. - Applied different information retrieval, NLP (Natural Language Processing) Algorithm, N- Gram Matching, KL-Divergence, TF-IDF, TW-IDF.

Aman’s AI Stack

claude code
claude code
codex
codex
cursor
cursor
hermes agent
hermes agent
langgraph
langgraph
langsmith
langsmith

Education

Indian Institute of Technology, Roorkee

Bachelor's degree, Production and Industrial Engineering

Indian Institute of Technology, Roorkee

20144 yrs2018
Delhi public school

Twelfth standard, Science

Delhi public school

20122 yrs2014

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Aman J. on Tal

Headline

Senior Software Engineer | AI agents | IIT Roorkee

Location

Bengaluru

AI stack

claude code

codex

cursor

hermes agent

langgraph

langsmith

Work experience

Senior Software Engineer at Stealth AI Startup, Sep 2023 - Present · 3 yrs, Remote

Founder at SkillSense AI, Jul 2024 - Nov 2024 · 5 mos, Tokyo, - Built an AI-assisted pre-screening interviewer for hiring managers and recruiters in Japan, adapting interview questions to candidate competencies and enriching resumes before pipeline entry. - Sold to 2 major recruiting firms for 1 year contract before recruiting agent was launched by Linkedin.

Software Engineer at Woven Planet Holdings, Oct 2021 - Sep 2023 · 2 yrs, Tokyo, - Designed and developed platform services for training and inference of large-scale data pipelines using Pachyderm, GitHub CI, and Terraform. - Led a team of 7 engineers to create a dataset and model management SDK in Python and PostgreSQL, leveraging AWS S3 for ML lifecycle management. - Developed an ML model evaluation framework that enabled rapid testing and deployment for maps pipelines. - Engineered Golang services for large-scale data exchange applications, utilizing PostgreSQL, PostGIS, and gRPC for map generation.

Search Engineer at Mercari, Inc., Oct 2018 - Nov 2021 · 3 yrs 2 mos, Tokyo, Japan, - Developing large-scale microservices for various Search features including Dynamic faceting, query autocomplete, and query suggestion using GoLang. - Working on creating algorithms for query autocomplete, related query suggestion, and query classification which gets updated daily. - Develop ETL data pipeline to index data to Elasticsearch from Pub/Sub stream and Bigtable and manage using Cloud composer. - Manage Search platform and provide Elasticsearch as a service.

Google Summer of Code - Mentor and Student at Google, May 2018 - Aug 2019 · 1 yr 4 mos, - Mentoring GSoC'19 project on License Compliance called Atarashi. - Atarashi provides new/improved methods for scanning for license statements in open source software and generates an SPDX file and other copyright files. - Anticipated advantages are improved precision while offering an as easy as possible approach to add new license texts or new license references. Atarashi is designed to work stand-alone and with FOSSology. - Applied different information retrieval, NLP (Natural Language Processing) Algorithm, N- Gram Matching, KL-Divergence, TF-IDF, TW-IDF.

Education

Bachelor's degree, Production and Industrial Engineering, Indian Institute of Technology, Roorkee

Twelfth standard, Science, Delhi public school

Aman J. - Senior Software Engineer in Bengaluru | Tal