GAURAVKASHYAP

I build full-stack AI systems that redefine industries.

Bridging the gap between hardware, AI, and the cloud — one intelligent platform at a time.

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About Me

Gaurav Kashyap

I'm an AI & Full-Stack Engineer who builds production-ready systems at the frontier of LLMs, multi-agent workflows, and scalable cloud infrastructure. My work spans founding and shipping startups to designing intelligent AI agents that bridge research and real-world application.

I've founded and built startups across real estate, logistics, and fitness tech:

RealtorX – a premium AI-powered toolkit for real estate agents, combining AI voice calling with psychology analysis, a Smart CRM, AI Studio for branding & listing media, client-facing media hubs, and interactive 3D-style video walkthroughs from 2D assets. RealtorX automates lead qualification, call summaries, media creation, and analytics—helping agents close faster while looking elite.

HelloGenie AI – a voice-powered AI assistant for businesses, integrating LLMs, speech-to-text, embeddings, and multi-agent orchestration.

The Delivery Company – an AI-driven logistics platform with route optimization (OR-Tools, AWS Lambda), Mapbox navigation, and Supabase-backed real-time tracking.

ToolBox – a schema-to-workflow generator that converts database metadata into functional AI tools using FastAPI, OpenAI APIs, and vector embeddings.

Beyond startups, my technical depth spans cloud infrastructure (AWS Lambda, serverless, CI/CD), databases (Postgres, pgvector, NoSQL), web stacks (Next.js, Node.js), and AI/ML (RAG, RL, Hugging Face, diffusion models, embeddings, multi-agent systems). I'm equally comfortable prototyping with APIs as I am scaling to production with microservices and cloud infra.

To ground this practical experience, I earned a Master's in Computer Engineering (Machine Learning & Data Science, GPA 4.0/4.0) from the University of Toronto, and a Bachelor of Applied Science in Mechatronics (with Distinction) from Simon Fraser University. My academic rigor complements my hands-on innovation, ensuring I can design systems that are both theoretically sound and operationally scalable.

Education

Masters of EngineeringElectrical and Computer Engineering

University of Toronto (Toronto, Canada)

Emphasis: Machine Learning, Data Analysis, Computer Engineering. GPA: 4.0/4.0

2024 - 2025

Bachelor of Applied ScienceMechatronic Systems Engineering

Simon Fraser University (Burnaby, Canada)

With Distinction. Upper Division GPA: 3.76. CGPA: 3.53

Sept 2018 - Sept 2023

Lean Six SigmaBlack Belt

Certification

Process improvement methodology focused on eliminating defects and reducing variation.

2022

High SchoolIB Diploma

Dubai, U.A.E

International Baccalaureate program with focus on mathematics and sciences.

2014 - 2018

Work Experience

My professional journey in embedded systems, software engineering, and AI development

Featured Projects

A selection of my recent work in AI, machine learning, and full-stack development.

NextGenEduCoder
Oct 2024 - Present

NextGenEduCoder

AI LeetCode agent that solves problems, learns from failures, and improves in real-time using reinforcement learning.

Next.js 15React 19Supabase Edge FunctionsMulti-Agent AIReinforcement LearningTypeScriptDeno
CanGov AI Navigator
Nov 2024 - Present

CanGov AI Navigator

Intelligent chatbot for exploring Canada's Innovation Strategy and Budget 2025 using RAG, LangChain, and vector embeddings.

🔐 Password required: 1590

React 18TypeScriptLangChainRAGOpenAI EmbeddingspgvectorSupabase
HelloGenie AI
Jan 2023 - Present

HelloGenie AI

Voice-powered AI platform for business automation (calls, tasks, operations).

Node.jsReactSupabaseOpenAIVoximplant
ToolBox
Sep 2022 - Feb 2023

ToolBox

AI tool generator: Analyzes Supabase schemas and dynamically builds backend tools.

ReactFastAPISupabase Management APIOpenAI API
Arcade Game
July 2022 - Nov 2022

Arcade Game

Embedded arcade game implemented in C on ARM Cortex microcontroller.

CARM CortexSTM32RTOS
Smart Hospital Bed ML
Feb 2023 - July 2023

Smart Hospital Bed ML

Voice-controlled hospital bed system with ML-powered patient monitoring.

PythonTensorFlowArduinoC++
Home Automation System
Aug 2022 - Jan 2023

Home Automation System

Raspberry Pi-based home automation with ML-powered voice commands and scheduling.

Raspberry PiPythonTensorFlow LiteMQTT

Technical Skills

Technologies and methodologies I've mastered across my professional journey

🤖

AI & Machine Learning

LangChain Framework
RAG (Retrieval Augmented Generation)
Reinforcement Learning
Multi-Agent AI Systems
Recommender Systems
Vector Embeddings & Semantic Search
📊

Data & Vector Processing

Vector Databases (pgvector, HNSWLib)
Document Processing (PDF parsing, text chunking)
RecursiveCharacterTextSplitter
Semantic Similarity Matching
Embedding Storage & Retrieval
⚙️

Programming & Development

Full-Stack Development (React, Node.js, Next.js)
TypeScript, JavaScript (ES6+)
Python
C/C++
API Development & Integration (REST, GraphQL)
☁️

Cloud & Big Data

AWS: Lambda, S3, API Gateway, DynamoDB
Google Cloud: Functions, Storage, BigQuery, Vertex AI, AutoML
Azure: Functions, Blob Storage, Cognitive Services, DevOps, ML
Apache Hadoop, Kafka, MapReduce
Distributed Data Processing
🔧

Parallel Computing & Performance

Multithreading & Parallel Programming (C++, Python)
Distributed Systems (MPI, CUDA concepts)
Performance Optimization
Real-Time Systems Architecture
High-Performance Vector Search
🧰

Specialized Tools & Infrastructure

WebSockets & Real-Time Systems
Judge0 API (Code Execution)
Monaco Editor Integration
Mapbox / Location APIs
Google Maps API

Leadership & Soft Skills

Leadership experience and soft skills developed through founding and scaling multiple startups

Startup Founding & Leadership (Multiple Companies)
Technical Team Management (Software Developers, AI Engineers)
Talent Development & Training (CS fundamentals to advanced AI)
Cross-functional Team Collaboration
Agile & Scrum Workflow Management
Technical Mentoring & Knowledge Transfer
Project Leadership & Strategic Planning
Strong Problem-Solving & Creative Thinking
Technical Communication & Documentation

Awards & Recognition

Academic and professional achievements highlighting my commitment to excellence

Academic Excellence

President's Honor Roll

Simon Fraser University

Awarded to students with a term GPA in the top percentile of their faculty, recognizing exceptional academic achievement across all university disciplines.

Spring 2023Summer 2023

Dean's Honor Roll

Simon Fraser University

Recognition for outstanding academic achievement within the Faculty of Applied Science, consistently demonstrating excellence in engineering curriculum.

Spring 2023Summer 2023Fall 2021Summer 2021Spring 2020

Research Recognition

VP Research - Undergraduate Student Research Award

Simon Fraser University

Competitive research funding awarded for exceptional research proposal and academic merit, supporting innovative undergraduate research initiatives.

Summer 2022

My Journey

The path that forged my resilience and shaped my unstoppable mindset

2018

High School Graduation & First Setback

Graduated from high school in Dubai with an IB Diploma. My dream of attending UBC was shattered when my admission was revoked due to math scores not matching predicted grades.

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2018-2019

The Pivot: Community College

Joined a community college despite feeling it wasn't where I belonged. Refused to let math be my weakness.

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2019

The Comeback: Transfer to SFU

Successfully transferred to Simon Fraser University's Mechatronic Systems Engineering program.

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2021

Health Crisis & Life Reflection

Faced serious health issues in my third year that forced me to take a year off. Had a profound confrontation with mortality.

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2022

The Fearless Return

Returned to university with a completely transformed mindset. Nothing could intimidate me anymore after what I'd faced.

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2023-2024

Masters at University of Toronto

Admitted to University of Toronto's Master's program in Electrical and Computer Engineering.

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Present & Beyond

Unstoppable Momentum

Continuing to excel in every challenge I face, developing revolutionary products, and embracing my fearless approach to life.

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The trajectory continues upward...

Every obstacle I've faced has only made me stronger. I take on challenges not just to overcome them, but to transform them into stepping stones for even greater achievements.

Get In Touch

Have a project in mind or want to discuss opportunities? Send me a message!