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 engineering intelligent AI systems for healthcare to founding and shipping startups that bridge research and real-world application.

Currently, I architect AI-powered physician sourcing systems at Makalu Health that help hospitals fill critical roles, building autonomous multi-agent intelligence systems (80%+ success across 500+ programs), hybrid fusion RAG, and adaptive web scraping pipelines.

I've also founded companies across real estate, logistics, and business automation: RealtorX (AI platform for real estate with 3D tours and voice calling), HelloGenie AI (voice-powered business assistant), The Delivery Company (AI logistics platform), and ToolBox (schema-to-workflow generator).

My technical depth spans AI/ML (RAG, multi-agent systems, reinforcement learning, diffusion models), cloud infrastructure (AWS, serverless, CI/CD), and full-stack development (Next.js, TypeScript, Python). I'm equally comfortable prototyping with APIs as scaling to production with microservices.

I hold a Master's in Computer Engineering (ML & Data Science, GPA 4.0) from the University of Toronto, and a Bachelor of Applied Science in Mechatronics (with Distinction) from Simon Fraser University.

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.

All About RAG Platform
Sep 2025

All About RAG Platform

16 RAG implementations with multi-agent architecture, real-time comparison, and interactive demos for AI engineers.

Next.js 14TypeScriptMulti-Agent AISupabaseOpenAI APIGroq APIpgvector16 RAG VariantsVector Embeddings
NextGenEduCoder
Aug 2025

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
RealtorX
May 2025

RealtorX

Premium AI-powered platform for real estate agents, combining AI voice calling with psychology analysis, Smart CRM, AI Studio for media creation, and breakthrough 3D-style walkthroughs from 2D assets.

Next.jsNode.jsSupabaseAWS LambdaHugging FacepgvectorMulti-agent SystemsDiffusion ModelsAI Voice ProcessingPsychology Analysis
CanGov AI Navigator
June 2025

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
Sep 2024

HelloGenie AI

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

Node.jsReactSupabaseOpenAIVoximplant
ToolBox
Nov 2024

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!