AlimonN A

Role
Software Engineer II, UST
Based in
Kochi, India

I build scalable backends, agentic AI pipelines and the cloud systems that run them.

See the work ↓GitHub ↗LinkedIn ↗

What I do

Bridging backend engineering with AI, from REST APIs to agentic RAG pipelines and cloud-native deployments.

Agentic AI & RAG Systems

Designing production-grade agentic pipelines with RAG using pgvector and FAISS, enabling deep semantic code analysis and context-aware vulnerability detection.

Backend & Microservices

Building high-performance async services with FastAPI, Celery, and Redis for distributed task queuing—powering scalable backends integrated with AI-driven automation pipelines.

Cloud & DevOps

Deploying containerized applications on AWS EKS and Lambda via Jenkins CI/CD pipelines, with hands-on orchestration using Docker and Kubernetes.

Selected work

Developer tools and AI infrastructure.

  • SkillVault

    A VS Code extension with a built-in MCP server that turns your GitHub repo into a structured library of AI instruction skills.

    VS Code ExtensionTYPESCRIPT · MCP · GITHUB APILive ↗Code ↗

  • PR Agent BYOK

    A sovereign AI code reviewer. It synthesizes codebase patterns to provide contextual fixes and automated documentation.

    EnterprisePYTHON · OPENAI · REDISCode ↗

  • SyntheticDev

    A local-first developer sandbox that uses Llama3 to generate production-ready boilerplate from architectural diagrams.

    InfrastructureRUST · LLAMA3 · WASMCode ↗

  • Logic Weaver

    Graph-based dependency visualizer that uses LLMs to identify architectural bottleneck and circular dependencies.

    GO · NEO4JCode ↗

  • DocuGen AI

    Automated technical specification generator that analyzes multi-file PR diffs to create high-level architectural summaries.

    PYTHON · GEMINI

Experience

From trainee to Software Engineer II at UST, since April 2024.

  1. Oct 2025 — Present
    UST, Kochi

    Software Engineer II

    Engineered a high-performance code scanning tool to identify security vulnerabilities. Designed and implemented a robust data pipeline to process and index security data into a FAISS vector database, enabling rapid, context-aware threat analysis and automated fix suggestions.

  2. Sep 2024 — Sep 2025
    UST, Trivandrum

    Software Engineer I

    Built a serverless AWS Lambda pipeline for anonymized financial test data. Implemented an end-to-end ticket automation system with FastAPI and Next.js, reducing manual workload by 40%.

  3. Apr 2024 — Sep 2024
    UST, Trivandrum

    Software Developer Trainee

    Developed and maintained RESTful APIs using Java and Spring Boot. Built responsive frontend components with Angular and TypeScript. Assisted in deploying containerized applications to AWS via Jenkins CI/CD pipelines.

Toolkit

Languages, frameworks and platforms I ship with.

JavaPythonSpring BootFastAPIReactNext.jsAngularAWSDockerKubernetesPostgreSQLAgnoLangChain

Open to
new roles.

Backend, full-stack and AI engineering. The fastest way to reach me is email.

Open mail app ↗LinkedIn ↗GitHub ↗