/// DO NOT BE AN ENDPOINT /// AGENTIC WORKFLOWS /// STATE + CONTEXT /// BUILD SYSTEMS THAT DECIDE /// AIM: SOLUTIONS ARCHITECT /// /// DO NOT BE AN ENDPOINT /// AGENTIC WORKFLOWS /// STATE + CONTEXT /// BUILD SYSTEMS THAT DECIDE /// AIM: SOLUTIONS ARCHITECT ///
AGENT
Leader > Workers
SYSTEM STATUS: HIGH AGENCY / ONLINE

ANHAD
CHAWLA

/FOCUS Multi-Agent Systems Engineer

AI Engineer | Automation Architect | Full-Stack Developer
A developer and Computer Science student at McMaster University passionate about building real-world AI solutions. Currently specializing in Python, Node.js, and n8n to connect Large Language Models (LLMs) with automation logic. Focused on agent design, decision flows, and shifting web interaction from imperative clicking to declarative goals. I am actively building toward becoming a Solutions Architect who designs systems end to end, from requirements to resilient production behavior.

"Do not be an endpoint," software should not just pass data, it should make decisions. I build systems that understand context, manage state, and execute complex tasks autonomously.

"The difference between us and AI is our power to imagine, and theirs to create."

VIEW SYSTEM BUILDS DOWNLOAD RESUME
Anhad Chawla PROFILE.PNG

Core Build Thesis

I design systems that take messy human intent, map it into executable state machines, and ship outcomes without babysitting. The game is not UI clicks, the game is context, memory, and reliable decision logic.

School: McMaster University (Computer Science)
Location: Hamilton, ON / Brampton, ON
Mode: Hybrid + Remote collaboration
Approach: Fast iterations + technical rigor
anhad@build-console ~ /runtime

Technical Skills Inventory

Hover or focus any technology in the grid to inspect capability context in real time.

AI & ML

Programming Languages

Frameworks & Back-end

Infrastructure & Tools

Professional Experience

Structured to show scope first, deeper implementation detail on demand. Open any role for the specific systems, delivery style, and technical depth.

Current Role

Google Developer Student Clubs (GDSC) McMaster University

Role: Open Source AI Developer building agent architecture for InterfaceAI.

Sept 2025 - Present

Hamilton, ON / Hybrid

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  • Core Project: Building a next-generation agent that shifts web interaction from manual steps to final goals.
  • Step Creator Component: Engineered a LangGraph agent that decomposes vague user intent into executable task plans.
  • Memory AI Agent: Built Python + GCP BigTable memory systems for persistent context, preference recall, and lower prompt repetition.
  • Delivery: Working in weekly sprints with GitHub task tracking and CI/CD discipline.

Full-Stack Delivery

NEEDPEDIA

Role: Full-Stack Software Developer shipping AI-backed web applications.

May 2023 - Feb 2024

Remote

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  • Built dynamic product flows with Python backends and React frontends.
  • Implemented Node.js server-side scripting for higher-throughput data handling.
  • Integrated AI-driven workflow automation to reduce internal manual work.

Data + UX

IGEO Consultants

Role: Data Analyst and UI/UX Designer translating analytics into product decisions.

Sep 2022 - May 2023

Mississauga, ON

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  • Data Engineering: Used Python, Pandas, and NumPy for complex dataset manipulation and statistical analysis.
  • Visualization: Built Power BI and Tableau dashboards for stakeholder decision-making.
  • UX/UI: Used analytical findings to improve design quality and user engagement outcomes.

Education & Academic Excellence

McMaster University

Bachelor of Applied Science (B.A.Sc.) in Computer Science (Co-op). GPA: 3.92/4.0.

Focused on Software Testing, Mathematical Models, Algorithms & Data Structures, Computational Theory, and Software Security.

St. Marguerite d'Youville Secondary School

Ontario Secondary School Diploma (OSSD).

Honor Roll student with a 90%+ average.

Major Technical Projects

Flagship builds first, demo access centralized, supporting projects compressed into a tighter grid so the section reads like a product portfolio instead of a long feed.

Project panel update: a single demo deck now routes between your current video assets so people can inspect shipped work without opening scattered files.
Flagship Build

User

Chat with one Leader.

No agent spam. One entry point, one thread, one command surface.

Leader Agent

Creates plan -> breaks tasks -> routes context to workers.

Worker A

Refactor

Worker B

Docs

Worker C

Debug

Diff Tracker

File changes, routing trace, execution visibility.

Thread Memory

Resumable sessions, provider state, prompt reuse eliminated.

New Flagship VS Code Extension
Multi-Agent Orchestration

Switchboard

Hook: Stop bouncing between Codex, Cursor, Claude, and Gemini like they are isolated tools. Switchboard turns them into one orchestrated coding system inside VS Code.

Problem

Agent switching burns time, context gets repeated, memory dies between sessions, and debugging multi-agent work is almost impossible to audit.

Solution

Connect providers once, elect exactly one Leader, route work to Workers, persist threads, track diffs, and visualize the full execution tree in one clean dev environment.

  • Pain points addressed: tool hopping, weak memory, manual prompt engineering, no orchestration layer, poor debugging visibility, and wasted tokens from repeated context.
  • Core interaction: users talk only to the Leader while Switchboard coordinates planning, delegation, execution trace, and state continuity.
  • Dev experience outcome: less context thrash, cleaner agent specialization, faster recovery, and better trust in what changed and why.
VIEW CASE STUDY WATCH DEMO YOUTUBE WALKTHROUGH
VS Code API TypeScript Node.js Provider Adapters Thread Memory Diff Tracking Workflow Trees

Demo Deck

Inspect the shipped flows.

Use the selector to inspect public demos and local previews without trying to ship oversized binaries through GitHub.

Switchboard

A VS Code extension that coordinates multiple coding agents through a single Leader, persistent thread memory, routing logic, and visible workflow execution.

CASE STUDY YOUTUBE

Switchboard now uses the public YouTube walkthrough in the portfolio so the repo stays pushable without committing a 100MB+ local export.

Project Archive

More shipped systems.

Featured builds lead the section, but the supporting cards still show range: AI systems, realtime data tooling, voice automation, and full-stack product delivery.

Campus Quest mobile app interface

Campus Quest

Featured

Gamified campus innovation layer with QR-triggered quests, Solana rewards, progression systems, and a mobile-first user loop.

CASE STUDY DEMO DEVPOST
AI-MER autonomous matchmaking ecosystem

AI-MER

Active

Autonomous matchmaking infrastructure using voice-first identity capture, simulation dialogue, compatibility telemetry, and persistent agent memory.

Demo omitted from the shared deck so the portfolio stays GitHub-pushable without committing a 1.9GB local video export.

Production AI voice agent dashboard

Production AI Voice Agent for Restaurants

In Production

Live phone ordering stack using Twilio SIP, Retell AI, and automation flows that validate orders and dispatch confirmations in real time.

Geospatial imaging and satellite tracking software

Geospatial Imaging & Satellite Tracking

Completed

Realtime satellite positioning and weather data product with custom map interaction, telemetry pipelines, and AOI-based retrieval workflows.

AI-powered restaurant chatbot system

AI-Powered Restaurant Chatbot System

Completed

NLP-heavy recommendation system combining intent recognition, dietary filtering, and persistent preference tracking across conversations.

Furious Formula NFT automation

Furious Formula NFT Automation

Completed

End-to-end NFT asset generation and minting pipeline with weighted rarity logic, Python automation, and chain integration workflows.

Licenses & Certifications

Azure Fundamentals certificate

Microsoft Certified: Azure Fundamentals (AZ-900)

Gained mastery in cloud computing concepts, Azure architectural components, and core services. Prepared to design and deploy scalable cloud-native applications with an emphasis on security and governance.

React Developer certificate

React Developer (Udemy Masterclass)

Built enterprise-level React applications. Expertise includes Hooks, Context API, Suspense, Lazy-loading, and deploying high-performance Progressive Web Apps (PWAs) integrated with Firebase.

SQL certificate

SQL Masterclass (Independent)

Advanced proficiency in relational database management. Expertise includes complex sorting/filtering, building efficient views, and implementing indexes to optimize database performance for high-traffic applications.

Tableau certificate

Tableau A-Z Masterclass (Independent)

Advanced data visualization and business intelligence. Developed ability to identify deep patterns in customer behavior and sales trends using complex datasets to drive stakeholder decisions.

Power BI certificate

Power BI Masterclass (Independent)

Strategic data analysis and dashboard engineering. Produced actionable insights that provide competitive advantages through real-time data monitoring.

Python certificate

Python - Programming (University of Michigan)

Solidified fundamentals in data structures, functions, and code reuse, focusing on clean, scalable, and modular software design.

View full Python certificate PDF

Additional Projects & Creative Work

Custom PC Architecture and Assembly

Custom PC Architecture & Assembly

The Build: Budgeted, sourced, and assembled high-performance PC builds optimized for ML workloads and development.

Technical Focus: Deep-dived into hardware component selection, thermal management, and system configuration to ensure maximum throughput for local model testing and processing.

Web development suite projects

Web Development Suite: IGEO Consultants & Personal Brand

Outcome: Planned, designed, and launched a series of high-performance websites, including igeoconsultants.com and igeoconstructions.com.

Technical Focus: Focused on clean UI/UX, fast loading speeds, and SEO optimization. These sites serve as the professional digital footprint for a multi-million dollar consultancy.

Stack: HTML5, CSS3, JavaScript, Responsive Design frameworks.

Content creation and video engineering

Content Creation & Video Engineering

Experience: 4+ years of freelance and personal content production.

Focus: Mastering the art of storytelling and visual communication. I use these skills to explain complex technical concepts (like AI agents and automation) to a broad audience, ensuring technical ideas are accessible and engaging.

UI and graphic systems design

UI/Graphic Systems Design

Scope: Developed a comprehensive library of logos, templates, thumbnails, and banners.

Focus: Creating clean, consistent visual identities that support intuitive user experiences. My design philosophy is rooted in usability and brand cohesion.

Published Articles

Technical writing, product philosophy, and long-form breakdowns.

Level Up Your Development Game with AI Agent Tools

Your published Medium article on how Bolt, LangGraph, and Cursor are shifting engineering velocity and workflow design.

Read on Medium

Do Not Be an Endpoint

Long-form draft ready for publishing, focused on decision ownership, context handling, and engineer leverage in the age of AI.

Read on Medium

The Junior Developer Extinction

Long-form draft ready for publishing, focused on why logic depth, systems thinking, and reliability skills now matter more than syntax volume.

Read on Medium

Ready to collaborate on high-agency projects? Let us build something that makes sense.

Email: anhad11107@gmail.com Phone: +1 437-882-2552
Location: Hamilton, ON / Brampton, ON
GitHub: github.com/AsmpSa00 LinkedIn: linkedin.com/in/anhad-chawla Website: www.anhadchawla.com
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