/// 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
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."

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@profile-terminal ~ /about

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

Google Developer Student Clubs (GDSC) McMaster | Open Source AI Developer

Sept 2025 - Present | Hamilton, ON
  • Core Project: Building a next-generation agent that revolutionizes web browsing by shifting interaction from manual steps to final goals.
  • Step Creator Component: Engineered a LangGraph agent that decomposes vague user intent into precise, step-by-step execution plans.
  • Memory AI Agent: Built Python and GCP BigTable memory systems that securely store user context and reduce repetitive prompting.
  • Agile Delivery: Contributing in weekly sprints with GitHub task management and CI/CD discipline.

NEEDPEDIA | Full-Stack Software Developer

May 2023 - Feb 2024 | Remote
  • Built dynamic full-stack applications using a Python backend and React.js frontend.
  • Implemented server-side scripting with Node.js for efficient data processing and application logic.
  • Integrated AI-driven features that automated internal team workflows and reduced manual overhead.

IGEO Consultants | Data Analyst & UI/UX Designer

Sep 2022 - May 2023 | Mississauga, ON
  • Data Engineering: Used Python, Pandas, and NumPy for complex dataset analysis and statistical modelling.
  • Visualization: Built Power BI and Tableau dashboards for stakeholder decision-making.
  • UX/UI: Applied analytical findings to improve interface quality and user engagement.

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

Projects are laid out as full technical summaries so the core problem, architecture, stack, and links are visible without jumping through extra UI.

Switchboard VS Code extension interface

Switchboard

Status: New

Functionality: A VS Code extension for multi-agent coding orchestration that connects tools like Codex, Cursor, Claude, and Gemini into one workflow where a single Leader plans the work and routes execution across Worker agents.

  • Workflow model: users chat only with the Leader while Switchboard creates a plan, breaks work into sub-tasks, and routes the right prompts to the right worker agents.
  • Visibility: tracks file changes, workflow trees, and resumable thread history directly inside VS Code so debugging is visible instead of guesswork.
  • Value: reduces provider switching, repeated context, manual prompt routing, and token waste across sessions.
VS Code API TypeScript Node.js Provider Adapters Thread Memory Diff Tracking Workflow Trees
Campus Quest mobile app interface

Campus Quest

Hackathon Build

Functionality: A mobile x web3 campus platform that turns student engagement into a persistent game loop with QR-triggered quests, avatar progression, and Solana rewards.

  • Student flow: Discover location-based micro-quests, scan QR codes, submit challenge answers, and earn on-chain rewards plus avatar cosmetics.
  • Club flow: Publish and chain challenges across campus without needing a high-budget event model.
  • Stack: React Native + Expo frontend, Node.js + Express backend, MongoDB persistence, and Solana devnet reward distribution.
React Native Expo Node.js MongoDB Solana
AI-MER autonomous matchmaking ecosystem

AI-MER: Autonomous Matchmaking Ecosystem

Status: Active

Functionality: An autonomous matchmaking system that replaces swiping with AI-driven digital twins that simulate compatibility before real user interaction.

  • Voice-First Onboarding: Users engage with an interaction engine powered by ElevenLabs and Gemini to capture personality, tone, and values.
  • Data Persistence: Transcription and metadata are stored in MongoDB Atlas as the source of truth for agent initialization.
  • The Agent Lounge: Gemini instances engage in rapid compatibility dialogue to test alignment before a human match is surfaced.
  • Telemetry Engine: A custom scoring system uses EMA smoothing to stabilize compatibility trends during simulation.
Python Gemini API ElevenLabs MongoDB Atlas Node.js
Production AI voice agent dashboard

Production AI Voice Agent for Restaurants

Status: In Production

Functionality: An end-to-end autonomous agent that handles live phone orders, summarizes them, and sends real-time confirmations via SMS and WhatsApp.

  • Infrastructure: Configured Twilio SIP trunking with stable termination and origination routing.
  • Agent Logic: Built a multi-state agent in Retell AI trained on structured restaurant menus and clarification logic.
  • Workflow Automation: Orchestrated an n8n pipeline that summarizes calls, validates orders, and dispatches confirmations.
Python Retell AI n8n Twilio OpenAI GPT-4
Geospatial imaging and satellite tracking software

Geospatial Imaging & Satellite Tracking Software

Status: Completed

Functionality: A high-throughput web application for real-time satellite positioning and environmental data retrieval.

  • Backend: Developed with Node.js and Express, handling complex API routes for live telemetry and positional data.
  • Frontend: Built a custom satellite map interface that supports AOI selection, synchronized weather retrieval, and orbital path tracking.
Node.js Express JavaScript Weather APIs Satellite Telemetry APIs
AI-powered restaurant chatbot system

AI-Powered Restaurant Chatbot System

Status: Completed

Functionality: An NLP-driven chatbot that handles complex food preferences and dietary restrictions to deliver personalized recommendations.

  • NLP Engine: Built custom models using TensorFlow and spaCy for high-accuracy intent recognition.
  • Architecture: Developed a Node.js backend for API management and used MongoDB for conversation logging and preference tracking.
React.js Node.js TensorFlow spaCy MongoDB REST APIs
Furious Formula NFT automation

Furious Formula NFT Automation

Status: Completed
  • Automation: Authored Python scripts for algorithmic generation of large digital asset collections with rarity logic.
  • Blockchain Integration: Built the minting pipeline and asset integration flow for secure distribution.
Python Solidity Solana CLI Digital Asset Management

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.