AI Automation Engineer & Developer building intelligent agents, micro-SaaS tools, and systems for the modern creator & developer.
18,200+ developers use my tools & templates
Chat with my AI assistant — ask about my work, blogs, projects, or automation.
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"Excellent. This guy really knows his stuff. Great mentor."
"Avnish helped us integrate a complex external service. Exceptional knowledge."
"Deep understanding of ML algorithms and feature engineering."
"Avnish is the master of Make automation! Flawless execution."
I build intelligent AI agents & automation systems that eliminate repetitive tasks and transform workflows.
I design, code, and launch small, focused SaaS products built for developers and creators.
I create toolkits, templates, guides, and automation kits that help developers build faster with precision.
I share daily Japanese learning content and automate JLPT workflows using AI.
A production-grade n8n workflow that transforms a single topic into 12+ optimized content pieces across YouTube, LinkedIn, Instagram, and blogs, eliminating manual repurposing.
A production-ready, multi-agent automation system that reads, categorizes, summarizes, and drafts replies for high-volume email inboxes, built with n8n, OpenAI, and custom logic.
A CLI tool and automation system that scaffolds production-ready, standardized boilerplates for Next.js, Node.js, and Python projects, reducing initial setup from hours to seconds.
A production-grade GitHub Action that integrates an AI agent to perform automated, pre-human code reviews on Pull Requests. The system analyzes code diffs using a configured LLM to catch bugs, security issues, and style violations before they block deployment pipelines.
"Excellent. This guy really knows his stuff. Great mentor."
"Avnish helped us integrate a complex external service. Exceptional knowledge."
"Deep understanding of ML algorithms and feature engineering."
"Avnish is the master of Make automation! Flawless execution."
Building CodeItronics Product #1
Launching new DevHubTools
SaaS Lab
Real-time metrics from my projects and learning.
LLMs have a context limit; your data doesn't. Learn how to implement vector databases in LangChain to enable semantic search and build robust RAG pipelines.
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Master LangChain callbacks to debug AI agents. Learn to build custom handlers, trace execution flows, and fix 'black box' LLM issues.
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Moving an LLM application from a Jupyter Notebook to a scalable production environment requires more than just wrapping code in Docker. This guide covers architecture, observability, caching, and evaluation strategies for robust LangChain deployments.
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Tired of your automation pipelines crashing because an LLM decided to add a 'Here is the code' preamble? Here is how to use Pydantic, function calling, and schema injection to force deterministic JSON responses every time.
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Standard LangChain tools handle the basics, but production agents need to touch internal APIs and proprietary logic. Here is a deep dive into building robust, Pydantic-validated custom tools.
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Moving beyond simple chatbots requires a shift in architecture. Here is how to engineer autonomous agents using ReAct loops, tool usage, and state management to handle complex, multi-step objectives.
Read Article →A weekly newsletter on AI agents, developer tools, micro-SaaS, and systems thinking.
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Motivation is fleeting. I rely on systems.
Transparency creates trust.
If I do it twice, I automate it.
Technology moves fast.
Portfolio Website V2
Japanese Learning App
Newsletter Automation
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I'm Avnish — an AI Automation Engineer, Salesforce Developer, and creator of CodeItronics & DevHubTools.
When I'm not building tools, I'm learning Japanese, posting daily educational content, and developing my fitness & discipline system.
For collaborations, SaaS ideas, consulting, or speaking opportunities — feel free to reach out.
I'm currently accepting new projects. Whether you have a question or just want to say hi, I'll try my best to get back to you!
