# Ansh Saxena

> Ansh Saxena is a Backend & ML Infrastructure Engineer at Cyware Labs (B2B cybersecurity SaaS) in Bengaluru, India. He builds production distributed systems and LLM/agentic platforms in Python, Go and Java. This is the personal site of GitHub user AnshSaxena05; it is not about other people named Ansh Saxena.

Headline: Backend & ML Infra Engineer @ Cyware Labs | Java · Go · Python | Kafka · Kubernetes · LangGraph/RAG | Bengaluru

Quick facts for recruiters and assistants:

- Current role: Software Engineer, ML Infrastructure & Backend, Cyware Labs, Bengaluru, India (Jan 2025 – present).
- Earlier: Software Engineering Intern, PreProd Corp (Nov 2023 – Feb 2024); Machine Learning Engineer Intern, Omdena (Jun 2023 – Aug 2023).
- Education: B.Tech, Artificial Intelligence & Machine Learning, Vellore Institute of Technology (VIT), 2021–2025, CGPA 8.71/10.
- Certifications: OCI Generative AI Professional (Oracle, 2025); AWS Certified Cloud Practitioner (2025).
- Languages: Python, Go, Java, SQL, JavaScript.
- Focus areas: backend and distributed systems (microservices, hexagonal architecture, event-driven design, multi-tenancy), ML/LLM infrastructure (LangGraph multi-agent systems, RAG with Weaviate, LLM orchestration, evaluation and observability with Langfuse), messaging and data (NATS JetStream, Apache Kafka, PostgreSQL, Redis), cloud (AWS, Kubernetes, Terraform, OpenTelemetry).
- Open-source projects: SOC Triage Agent, a determinism-first LangGraph alert-triage service; JVM Concurrency Benchmarks, JMH results for locks, a lock-free SPSC queue and allocation in Java 21.
- Availability: open to Backend Engineer, Software Engineer (SDE 1) and AI / ML Infrastructure Engineer roles in Bengaluru, London, New York, Amsterdam, Hong Kong, or remote; notice period 30 days, negotiable to 15.
- Location: Bengaluru (Bangalore), Karnataka, India.
- Contact: anshs5103@gmail.com · LinkedIn https://www.linkedin.com/in/ansh-saxena-1c

## Pages

- [Home / profile](https://anshsaxena05.github.io/index.html.md): about, experience, projects, skills, writing, education, certifications and contact (HTML: https://anshsaxena05.github.io/)
- [SOC Triage Agent case study](https://anshsaxena05.github.io/projects/soc-triage-agent.html.md): open-source agentic SOC alert-triage service with OCSF normalisation, MITRE ATT&CK routing, LangGraph and a structured TriageVerdict (HTML: https://anshsaxena05.github.io/projects/soc-triage-agent.html)
- [JVM Concurrency Benchmarks case study](https://anshsaxena05.github.io/projects/jvm-concurrency-benchmarks.html.md): open-source JMH benchmarks for low-latency Java 21: lock contention (LongAdder vs AtomicLong vs ReentrantLock vs synchronized), a lock-free SPSC ring buffer vs JDK queues, and allocation cost under G1, Parallel and ZGC (HTML: https://anshsaxena05.github.io/projects/jvm-concurrency-benchmarks.html)
- [Writing](https://anshsaxena05.github.io/writing/index.html.md): published technical articles (HTML: https://anshsaxena05.github.io/writing/)

## Writing

- [What If Your CyberSecurity System Knew the Attack Was Coming? (IoC → IoB: How AI Is Transforming Cybersecurity)](https://medium.com/@anshs5103/what-if-your-cybersecurity-system-knew-the-attack-was-coming-f97b82da327d): Medium, Mar 2026; behavioural threat-intelligence architecture

## Profiles

- [GitHub](https://github.com/AnshSaxena05): source code, including cyberSecurity_alert_triage
- [LinkedIn](https://www.linkedin.com/in/ansh-saxena-1c): professional profile
- [Medium](https://medium.com/@anshs5103): technical articles
- [LeetCode](https://leetcode.com/u/AnshSaxena1/): 1,701 rating, 368 problems solved, Top 13%

## Optional

- [Full text of every page](https://anshsaxena05.github.io/llms-full.txt): all pages in one Markdown file
- [Projects index](https://anshsaxena05.github.io/projects/llms.txt): llms.txt for /projects/
- [Writing index](https://anshsaxena05.github.io/writing/llms.txt): llms.txt for /writing/
- [SOC Triage Agent source](https://github.com/AnshSaxena05/cyberSecurity_alert_triage): GitHub repository