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Daniel Koryat

Backend Web Developer & AWS Cloud Specialist

I'm Daniel, a backend developer with professional experience building AI-powered systems and scalable microservices on AWS. Currently working as a backend developer at Sidekick Platform, focusing on modern cloud and AI infrastructure.

Toronto, ONGitHubLinkedIn
Years shipping backends
2+Years shipping backends
AWS services in production
9AWS services in production
Backend technologies
8Backend technologies
Daniel Koryat — portrait
Py
AWS
AI

Toolkit

Technical Expertise

The stack I reach for across backend services, cloud infrastructure and AI systems.

Python

Core backend development language with expertise in async programming, data processing, and API development

Python Developer Certificate

FastAPI

Modern async web framework for building high-performance APIs with automatic documentation and validation

Pydantic

Data validation and settings management with type safety and automatic serialization

LangChain

AI/ML framework for building RAG systems, LLM applications, and intelligent chatbots

Redis

In-memory data structure store for caching, session management, and real-time applications

MongoDB

NoSQL database management with aggregation pipelines and document-based data modeling

PostgreSQL

Relational database management with complex queries, indexing, and data integrity

Pinecone

Vector database for semantic search, embeddings storage, and AI-powered applications

AWS Lambda

Serverless computing platform for event-driven applications and microservices

AWS S3

Object storage service for scalable data storage, backup, and content delivery

AWS MSK

Managed streaming for Apache Kafka with real-time data processing capabilities

AWS CloudFront

Content delivery network for global content distribution and performance optimization

AWS Cognito

User authentication and authorization with social login integration and security features

AWS DynamoDB

NoSQL database service with automatic scaling and high availability

AWS API Gateway

API management and routing with request/response transformation and security

AWS CloudWatch

Monitoring and logging with custom metrics, alarms, and observability dashboards

Terraform

Infrastructure as Code for provisioning and managing cloud resources with version control

React

Frontend development with component-based architecture and modern React patterns

TypeScript

Type-safe JavaScript with advanced type system and developer tooling

Next.js

React framework with server-side rendering, static generation, and API routes

TailwindCSS

Utility-first CSS framework for rapid UI development and responsive design

Git

Version control with branching strategies, code review workflows, and CI/CD integration

Docker

Containerization for consistent development environments and deployment

Kafka

Distributed streaming platform for real-time data processing and event-driven architecture

OpenTelemetry

Observability framework for distributed tracing, metrics, and logging

Hebrew

Native language with full professional proficiency

English

Fluent professional communication and technical documentation

Career

Professional Experience

Where I've worked, what I built there, and what it runs on.

Backend Developer

Current
Company
Sidekick Platform
Location
Remote
Dates
February 2024 — Present

Professional experience building AI backend platform with microservices architecture

Technologies

PythonFastAPILangChainPineconeRedisAWSTerraform

Key Achievements

  • Built scalable microservices infrastructure for AI backend platform
  • Implemented RAG (Retrieval-Augmented Generation) systems using LangChain and Pinecone
  • Optimized system performance with Redis caching strategies and database optimization
  • Managed AWS infrastructure using Terraform for Infrastructure as Code
  • Collaborated with distributed teams across U.S. and India
  • Integrated multiple data sources and APIs for comprehensive AI training and inference
  • Implemented CI/CD pipelines and automated testing for production deployments

Education & Training

Programming Bootcamp

Sela College

April 2023 — April 2024

Intensive programming bootcamp covering full-stack development, databases, and modern web technologies

Full-Stack Development Certificate

CS50x: Introduction to Computer Science

Harvard University (HarvardX)

Comprehensive introduction to computer science and programming fundamentals

CS50x Certificate

Cloud Practitioner Essentials

Amazon Web Services

AWS Cloud Practitioner certification covering core AWS services and cloud concepts

AWS Cloud Practitioner

Contact

Get In Touch

Always happy to talk shop — drop me a line.

Resume

Send a Message