# Abhinand Ganesh

> SWE @ Articul8 AI | MS CS @ UC Irvine | BTech IT @ CEG

Location: Dublin, California, United States
Profile: https://flows.cv/abhinand

My passion for computer science is primarily focused on the practical applications of this field. I find great joy in exploring new technologies and techniques, and I am constantly seeking out opportunities to challenge myself and enhance my skill set.

## Work Experience
### Software Engineer @ Articul8 AI
Jan 2025 – Present | Dublin, California, United States
– Rebuilt the core data ingestion pipeline from the ground up, achieving a 9X speed up in end-to-end latency while implementing production-ready capabilities such as hierarchical clustering and knowledge graph generation
– Developed the data analytics pipeline for the company’s proprietary ModelMesh™ (autonomous reasoning engine) technology integrating an in-house Text-to-SQL model, thereby increasing accuracy by over 70%
– Led end-to-end development of the Network Topology Agent capable of processing billions of records every 10 days; owned production deployment on AWS EKS and designed GitOps-based CI/CD pipelines using ArgoCD, enabling reliable multi-environment releases at scale
– Closely partnered with AWS in launching the Network Topology Agent as a revenue-generating AWS
Marketplace offering; implemented cloud-agnostic user registration, subscription, and entitlement workflows (Featured on the company blog: https://articul8.ai/blog/smarter-gen-ai-agents-ready-to-deploy)
– Built a reusable AI agent orchestration architecture for an agentic compliance analysis product, reducing compliance analysis turnaround time by 99% for customers across regulated industries
– Introduced production alerting to the platform by identifying and eliminating root causes of failures; reduced mean time to detect and respond (MTTD/MTTR) from hours to minutes, dramatically improving on-call team efficiency
– Built and maintained high-performance systems using Python, Ray (distributed job orchestration), ArangoDB, Milvus, GraphQL APIs, OpenTelemetry for distributed tracing, and related observability tooling
– Partnered closely with Customer Success and Solutions teams; regularly joined customer calls to demo
product capabilities, gather feedback, and translate real-world use cases into product and engineering improvements

### Software Engineering Intern @ Articul8 AI
Jan 2024 – Jan 2024 | Pleasanton, California, United States
– Implemented production-grade CLI commands to validate data integrity and runtime health across distributed services, significantly reducing incident triage time
– Orchestrated the observability stack for AWS EKS clusters using the Grafana-Prometheus-Loki stack and integrated alerting with Microsoft Teams using AlertManager
– Set up Application Load Balancers and created monitoring dashboards to ensure uptime of showcase
applications for clients
– Developed a financial-domain LLM benchmark to evaluate model performance across quantitative accuracy and latency, enabling data-driven tradeoffs in production model selection

### Graduate Student Researcher @ UC Irvine
Jan 2024 – Jan 2024 | Irvine, California, United States
- Served as a GSR in the Department of Neurobiology and Behavior, School of Biological Sciences in UC Irvine for the Winter 2024 quarter
-  Fine-tuning Large Language Models (LLMs) using use-case specific data
-  Developing LLM-powered applications using LangChain to implement Retrieval Augmented Generation (RAG) for question-answering and code-generation tasks
-  Developed a sandbox environment to run code generated by leveraging LLMs
-  Optimized on quality and performance by customising prompt templates and document retrievers

### Technology Summer Analyst @ Citi
Jan 2022 – Jan 2022 | Chennai, Tamil Nadu, India
- Spearheaded automated monitoring tasks for proactive failure reporting of critical processes on production servers 
- Attained a return offer for a full-time role due to exceptional performance and innovative contributions

### Intern @ National Informatics Centre, MeitY
Jan 2021 – Jan 2022 | Chennai, Tamil Nadu, India
- Pioneered the development of an advanced Android Application for comprehensive data collection from farmers in Andhra Pradesh, implementing a well-structured SDLC approach.
- Instituted industry-standard modules and robust security measures, including Salting and Hashing, to fortify the application against potential Man-in-The-Middle attacks and tested private APIs with Postman, ensuring seamless integration and enhanced software functionality.


## Education
### Master of Science - MS in Computer Science
UC Irvine

### Bachelor of Technology - BTech in Information Technology
College of Engineering, Guindy


## Contact & Social
- LinkedIn: https://linkedin.com/in/abhinand-ganesh-5b0923201

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Source: https://flows.cv/abhinand
JSON Resume: https://flows.cv/abhinand/resume.json
Last updated: 2026-04-05