Mesh Studio
Cursor for 3D models - a chat-driven editor where AI applies targeted or full-rewrite code changes to OpenSCAD objects, compiling them into STL/3MF previews in real time.
Next.jsFastAPIOpenSCADPythonAI
About01
Toronto, ON
Neel Patel
AI Infrastructure Engineer · Cloud & Systems Builder
I build AI infrastructure end-to-end - RAG pipelines, agentic systems, and the serverless, edge infrastructure they run on. At Moorcheh, I've architected search improvements across AWS, GCP, on-prem, and edge deployments, and built Memanto, an open-source memory layer for AI agents. Outside that, I lead the AWS Student Builder Group at Sheridan and compete in - and judge - hackathons.
Workshops
7
delivered
Members
700+
Builder Group
Hackathons
7+
competed · 3 judged
Focus
AI
edge & cloud
Experience02
Moorcheh - Edge AI InnovationRemote
May 2025 – Present · 1 year, 5 months
Sept 2026 - Present
Founding Engineer
Part-time- Shipped open-source Memanto memory-agent integrations across Agno, Mastra, CAMEL-AI, and AgentScope.
- Launched Moorcheh on the GCP Marketplace.
- Built custom internal tooling that increased team productivity by ~15%.
MemantoAgnoMastraGCP MarketplaceEnterprise
May 2026 - Aug 2026
Founding Engineer
Full-time Intern- Owned enterprise delivery and solution architecture, cutting costs 80% compared to server-based vector solutions.
- Building Memanto, a memory layer for AI agents, reaching 1.8k GitHub stars in 3 months.
- Architected search improvements across GCP, on-prem, and edge deployments, cutting core search latency by ~72%.
GCPMemantoOn-premEdge AIEnterprise
Sept 2025 - Apr 2026
Founding Engineer
Part-time- Built a production-ready AI chat boilerplate with shadcn/ui (React), featuring 10+ themes and 50+ fonts, adopted as the platform's core UI layer.
- Shipped new product features and enhancements continuously; partnered with enterprise customers to design and deliver custom integrations.
- Built a custom MCP server and integrated Moorcheh with LangChain and n8n to enable advanced RAG workflows.
Reactshadcn/uiMCPLangChainn8nRAG
May 2025 - Aug 2025
Software Engineer
Full-time Intern- Built and architected the entire frontend platform using Next.js App Router, React, TypeScript, and Turbopack -a modern, responsive developer dashboard with dark/light mode that improved user engagement by 40%.
- Engineered a production-ready serverless backend with 25+ AWS Lambda functions, API Gateway, DynamoDB, and SQS, enabling scalable AI-powered vector search while reducing compute costs by 60%.
- Integrated Stripe billing with 4 monetization models (free tier, add-ons, invoicing, custom plans) via webhooks and DynamoDB-based usage tracking, powering seamless subscriptions for 400+ active users.
Next.jsTypeScriptAWS LambdaDynamoDBAPI GatewayStripe
Analyze AgencyRemote
Dec 2024 – Feb 2026 · 1 year, 3 months
Letters of RecommendationFeb 2025 - Feb 2026
Cloud Data Engineer
Freelance- Automated SQL workflows across 6 cloud platforms with 10+ Python scripts, cutting manual query time by 70%.
- Built a performance logging system tracking metrics for 500+ queries, improving data accessibility by 40%.
- Designed modular, reusable scripts to standardise cross-platform SQL automation, significantly improving data team efficiency.
PythonSQLCloud AutomationETLData Engineering
Dec 2024 - Feb 2025
Technical Writer - Data & ETL
Freelance- Configured ETL pipelines from RDS PostgreSQL and Oracle to S3 and Snowflake, improving data transfer efficiency by 95%.
- Designed ETL workflows from DynamoDB and SQL Server to ClickHouse and Snowflake, optimising processing performance by 80%.
- Produced detailed technical documentation covering ETL architecture, setup guides, visual diagrams, and common error troubleshooting.
ETLPostgreSQLOracleSnowflakeClickHouseDynamoDBS3
Projects03
MoveMean
RAG platform for videos - upload a video, get it transcribed and indexed, then ask questions and get grounded answers backed by AWS serverless infrastructure.
AWS LambdaS3BedrockTranscribeDynamoDBSageMaker
NovaBuddy
Serverless AI study companion - upload lecture slides or PDFs, get instant summaries and quizzes, then chat with your material using Amazon Nova 2 Lite's 1M-token context window.
Amazon NovaNext.jsAWS LambdaBedrockDynamoDBTerraform
DeepFace
Real-time deepfake protection for live streamers - applies PGD-based perturbations to video frames via OBS WebSocket, making content resistant to deepfake manipulation without affecting viewer quality.
PythonPyTorchOpenCVOBSNext.jsReact
Leadership04
Nov 2025 - Present
Leader · Club President
AWS Student Builder Group -Sheridan
- Growing a community of 700+ members with a core team of 10
- Delivered 5+ hands-on workshops and 1 guest speaker event
- Focused on giving students practical, career-relevant cloud experience
Sept 2025 - Apr 2026
Web Developer
Google Developer Group -Sheridan
- Built and maintained the club's public website
- Organising team member for a hackathon with 250+ participants
- Collaborated with the team to promote Google technologies and grow developer community presence on campus
Jan 2025 - Sept 2025
Campus Partner
Perplexity AI
- Led a workshop at HackVille introducing students to AI-powered search
- Grew Perplexity's presence on campus by 50% through events and outreach
- Collaborated with professors to explore Perplexity as a research and learning tool
Sept 2024 - Present
Club Member
Sheridan Robotics Club
- Building robotic arms and tethered drones
- Programmed LED pattern systems on PSOC microcontrollers
- Built RC cars controlled via hand-gesture recognition
Technical Stack05
Languages
Python · TypeScript · Rust · JavaScript · SQL · Bash · C/C++ · Java
Cloud & Infra
AWS · GCP · Terraform · Docker · CI/CD · Serverless
Backend
FastAPI · AWS Lambda · API Gateway · DynamoDB · SQS · Stripe · Cloud Run
AI & Data
LangChain · Cohere · LlamaIndex · MCP · Agent Skills · Amazon Bedrock · RAG · Vector DBs · Vertex AI
Databases
Snowflake · Amazon RDS · Redshift · ClickHouse · Databricks · BigQuery · Microsoft Fabric · Postgres
ML & Vision
PyTorch · OpenCV · Amazon Nova · OpenSCAD
Frontend
Next.js · React · Tailwind CSS · shadcn/ui
Education06
May 2024 - Apr 2027
Sheridan College
Computer Engineering Technology - Advanced Diploma
GPA 3.59
Recognition07
Certification
AWS Certified Cloud Practitioner · Aug 2024 - Aug 2027
Competitions
Gold Medal · Sheridan Skills - Cloud Computing
Silver Medal · Skills Ontario Provincial - Cloud Computing (representing Sheridan College)
Top 12 Finalist of 100+ · InnovaS.E Entrepreneurship Competition
Hackathons
7+ as Participant · 3 as Judge · 4 workshops delivered