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avishkar-auti/README.md
Hey, I'm Avishkar Auti — AI, cloud, and backend engineer

AI Engineer · DevOps & Cloud Engineer · Java Full-Stack Developer

Building reliable agentic AI, cloud-native platforms, and production-grade backend systems.
I turn ambitious ideas into secure, observable, and maintainable software.

Connect with Avishkar on LinkedIn Email Avishkar Read Avishkar's articles on Medium GitHub profile views

What I build

Agentic AI      → tool-using agents, RAG pipelines, and multi-agent workflows
Cloud platforms → containerized services, CI/CD, infrastructure as code, and observability
Backend systems → secure Java/Spring Boot APIs, data pipelines, and scalable services
Automation      → reliable workflows that remove repetitive operational work
  • Currently building production-minded AI workflows with LangGraph, LangChain, RAG, and MCP.
  • Exploring safer multi-agent orchestration, evaluation, and human-in-the-loop patterns.
  • Comfortable moving from architecture to implementation, deployment, monitoring, and iteration.
  • I care about deterministic behavior, security boundaries, clean APIs, and useful developer experience.

Featured work

ReconIQ in development

A full-stack financial reconciliation platform with a deterministic Java engine, auditable exception workflows, streaming CSV ingestion, role-based access, and optional Gemini-powered advisory analysis.

Java 21 Spring Boot React 19 TypeScript PostgreSQL Docker

ML & Deep Learning Lab

A growing collection of practical machine-learning and deep-learning implementations for learning, experimentation, and reference.

Python Jupyter Machine Learning Deep Learning

Explore all repositories →

My rule for AI systems: use deterministic software for decisions, and generative AI for assistance where its output can be reviewed.

Toolkit

AI & orchestration Backend & data Cloud & delivery Frontend
LangGraph · LangChain · RAG · MCP · Gemini · OpenAI Java · Spring Boot · Python · FastAPI · PostgreSQL · MySQL · MongoDB AWS · Azure · GCP · Docker · Kubernetes · Terraform · GitHub Actions · Jenkins · Linux React · TypeScript · JavaScript · Tailwind CSS · HTML · CSS

Technology icons: Java, Spring, Python, FastAPI, React, TypeScript, PostgreSQL, MongoDB, AWS, Azure, Google Cloud, Docker, Kubernetes, Terraform, GitHub Actions, and Linux

GitHub snapshot

Avishkar's GitHub statistics

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