Publications
6
Current preprints and research manuscripts.
Goutam Adwant
Principal Engineer, Independent Researcher
Designing scalable cloud-native systems and practical AI research pipelines for production use.
Exploring reliable LLM systems, cloud-native architecture, and production-ready AI research pipelines.
Impact
4Open Source Libraries
2
Published and actively maintained on PyPI.
Featured Projects
6
Focused on LLM evaluation, tooling, and reliability.
Engineering Experience
12+ years
Distributed cloud-native systems across enterprise domains.
About
Software engineer and researcher with 12+ years building large-scale cloud-native systems across enterprise domains. M.S. in Software Engineering (San Jose State University) with deep expertise in AWS microservices, Java, Python, Spring Boot, Docker, Terraform, CI/CD, and data-intensive platforms. Current research focuses on LLMs, RAG, LangChain, and explainable AI to bridge peer-reviewed innovation with production-ready intelligent systems.
Research
6Selected publications and preprints across LLM systems, RAG evaluation, and applied AI research.
Loading publication list...
Timeline
62010
CareerBachelor of Technology (B.Tech.) in Information Technology
Completed B.Tech. in Information Technology.
2010 - 2014
CareerSoftware Engineer, Infosys
Worked across enterprise software programs and core platform delivery.
2014 - 2016
CareerM.S. in Software Engineering, San Jose State University
Completed graduate studies focused on architecture and scalable systems.
2015 - 2016
CareerIntern, Hewlett Packard Enterprise (Palo Alto)
Contributed to big data and platform engineering initiatives.
2016 - 2017
CareerBig Data Engineer, Hewlett Packard Enterprise (Palo Alto)
Full-time role building data-intensive systems and production pipelines.
2017 - Present
CareerPrincipal Engineer, Intercontinental Exchange
Leading cloud-native distributed systems and production engineering programs.
Certifications
3Peer Review
Introduction to Peer Review
Issuer: Web of Science Academy
Online, California, US
View credentialResearcher Academy
Certified Peer Reviewer
Issuer: Elsevier BV (Netherlands)
Amsterdam, North Holland, NL
View credentialPeer Review
ACM Certified Peer Reviewer
Issuer: Association for Computing Machinery
New York, New York, US
View credentialOpen Source
2Projects
62 stars
bigocheck
Zero-dependency empirical Big-O complexity checker for Python with CLI, assertions, and pytest integration
- Python
- Open Source
1 star
rag-evidence-coverage-evaluator
A comprehensive framework for evaluating evidence coverage and faithfulness in RAG systems
- Python
- Open Source
1 star
rag-chain-of-logic-coverage
Official implementation of CoL-CE: A framework for evaluating reasoning validity in RAG systems
- Python
- Open Source
1 star
amorphous-intelligence-experiments
Experimental framework and empirical results demonstrating reasoning divergence, epistemic drift, and semantic skew using local LLMs (Ollama)
- Python
- Open Source
1 star
orthogonal-low-rank-editing
Implementation of Subspace Collisions in Knowledge Editing. Stable, scalable model editing with Orthogonal Low-Rank Updates
- Python
- Open Source
0 stars
pdperf
A static performance linter that detects slow Pandas anti-patterns before they reach production
- Python
- Open Source
Technology Radar
A snapshot of my core systems engineering, backend, DevOps, and AI/ML stack across real-world production and research workflows.
Systems
- Distributed SystemsAdopt
- MicroservicesAdopt
- KafkaAdopt
- Spring BootAdopt
- DatabasesAdopt
- NetworkingAssess
AI/ML
- Amazon BedrockAdopt
- Scikit-learnAdopt
- JupyterLabAdopt
- Pandas & NumPyAdopt
- LangChainAdopt
- Hugging Face TransformersAdopt
- PyTorchTrial
- Amazon SageMakerTrial
- LangGraphTrial
- TensorFlowAssess
Backend
- JavaAdopt
- PythonAdopt
Cloud & DevOps
- DockerAdopt
- AWS (15+ Services)Adopt
- TerraformAdopt
- KubernetesTrial
Contact
Have a project, research idea, or collaboration in mind?
Based in San Francisco, USA (Pacific Time (PT)) | Response time: Usually within 24 hours
Research collaborationsSpeaking sessionsOpen-source maintainership