/// 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

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."

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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

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 University | Open Source AI Developer

Sept 2025 - Present | Hamilton, ON (Hybrid)

Role: Selected as an AI Specialist/Solution Architect for the "InterfaceAI" project.

  • Core Project: Building a next-generation agent that revolutionizes web browsing. Shifting from "manual steps" to "final goals" using an AI Chrome extension.
  • Step Creator Component: Engineered an agent using LangGraph to autonomously decompose vague user intent (e.g., "book a flight") into a precise, step-by-step execution plan.
  • Memory AI Agent: Developed a system using Python and GCP BigTable to securely store user context and preferences (location, common tasks), enabling the agent to make intelligent assumptions and operate without repetitive prompting.
  • Agile Delivery: Contributing to a high-velocity team using weekly sprints, GitHub task management, and CI/CD pipelines.

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 high-efficiency data processing.
  • Integrated AI-driven features to automate internal team workflows, significantly reducing manual task overhead.

IGEO Consultants | Data Analyst & UI/UX Designer

Sep 2022 - May 2023 | Mississauga, ON
  • Data Engineering: Utilized Python (Pandas/NumPy) for complex dataset manipulation and statistical analysis.
  • Visualization: Leveraged Power BI and Tableau to build interactive dashboards for strategic stakeholder decision-making.
  • UX/UI: Applied statistical insights to inform design choices, directly improving user engagement metrics through data-backed UI decisions.

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

AI-MER autonomous matchmaking ecosystem

AI-MER: Autonomous Matchmaking Ecosystem

Status: Active

The Problem: Solving dating fatigue by eliminating manual swiping and ghosting.

The Architecture: Built a "Digital Twin" system where AI agents represent users.

  • Voice-First Onboarding: Users engage with an Interaction Engine powered by ElevenLabs and Gemini to capture authentic personality, tonal nuances, and core values.
  • Data Persistence: Transcription and metadata are stored in MongoDB Atlas as the primary source of truth for agent initialization.
  • The Agent Lounge: Developed a simulation environment where two Gemini instances engage in goal-conditioned, rapid-fire dialogue to test compatibility in seconds.
  • Real-Time Telemetry Engine: Engineered a custom scoring engine using Exponential Moving Average (EMA) smoothing (alpha=0.3) to stabilize the compatibility trend throughout the 180s simulation.
  • Compatibility Model: A weighted system evaluating four pillars: Profile Embeddings (30%), Personality/Big-Five traits (25%), Emotional Flow/Sentiment (25%), and Topic Alignment (20%).
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/WhatsApp.

  • Infrastructure: Configured Twilio SIP Trunking with termination/origination URIs for voice line stability.
  • Agent Logic: Built a multi-state agent in Retell AI, trained on specific restaurant menus (proteins, toppings, sizes) and programmed to ask clarifying questions rather than just reciting information.
  • Workflow Automation: Orchestrated a pipeline in n8n where a post-call webhook triggers an OpenAI summary, validates the order details, and fires an automated text via Twilio.
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 using Mapping APIs and HTML/CSS, allowing users to draw Areas of Interest (AOI) to fetch synchronized weather data and track orbital paths in real time.
Node.js Express JavaScript Weather APIs Satellite Telemetry APIs
AI-powered restaurant chatbot system

AI-Powered Restaurant Chatbot System

Status: Completed

Functionality: An intelligent NLP-driven chatbot that manages complex food preferences and dietary restrictions to provide 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 scalable conversation logging and user 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 the dynamic, algorithmic generation of thousands of unique digital assets based on complex trait layers and rarity weights.
  • Blockchain Integration: Engineered the end-to-end minting pipeline by integrating digital assets with Solana smart contracts (written in Solidity), ensuring secure and efficient 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.

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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