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Outlier

Outlier's Interactive Online Education Platform for STEM Learning

Client

Outlier

Industry

EdTech / Accredited Online Higher Education

Services

Full-Stack Platform Development, Live Learning Infrastructure, Continuous Product Engineering

Duration

2 Years

Outlier

About Outlier

Outlier is an accredited online education platform offering college-level STEM courses. Patoliya Infotech developed a scalable learning platform with advanced course management, live classrooms, STEM authoring tools, and cloud-native infrastructure, enabling hundreds of thousands of learners to access high-quality credit-bearing education.

STEM

Course Delivery

Live

Virtual Classrooms

2 Years

of Product Engineering

Google

Cloud Infrastructure

Problems to solve

Building a STEM education platform required streamlined course creation, live mathematics instruction, efficient academic operations, and scalability for growing enrollment.

Key challenges included:

Simplifying the creation of mathematics and science course content.

Supporting live, interactive learning experiences for STEM subjects.

Managing student batches and academic cohorts efficiently.

Improving search across a growing educational content library.

Reducing operational dependency between academic and engineering teams.

Building infrastructure capable of scaling during enrollment peaks.

Outlier platform screenshot
Outlier platform screenshot 2
Outlier platform screenshot 3

The Results We Achieved

Patoliya developed Outlier as a scalable online education platform with advanced course management, STEM authoring, live classrooms, intelligent search, and cloud infrastructure. It helps educators deliver accredited courses efficiently while creating engaging learning experiences for students.

Provided services
01
Learning Management Platform

Built a scalable system for managing accredited online courses.

02
STEM Content Authoring

Developed specialized tools for mathematical and scientific notation.

03
Live Learning Infrastructure

Engineered real-time virtual classrooms for interactive instruction.

04
Academic Operations Platform

Implemented batch, cohort, and course management capabilities.

05
Search & Analytics

Built intelligent content discovery and academic performance reporting.

06
Cloud Infrastructure Engineering

Designed scalable cloud architecture supporting high enrollment periods.

How We Made It Happen

Outlier required a scalable platform for STEM education, supporting instructors, students, and academic teams with efficient learning workflows. Patoliya delivered it with a focus on experience, scalability, and operational excellence.

01

Platform Foundation & Course Architecture

Patoliya designed a modular learning platform that separates curriculum management, course delivery, and academic operations. This architecture allows educators to publish accredited STEM programs independently while supporting future platform expansion without disrupting existing courses.

02

STEM Content Authoring

We developed specialized authoring tools that enable instructors to create mathematical equations, scientific notation, and technical content directly within the platform. This streamlined course creation while keeping formulas structured, searchable, and consistent across every course.

03

Live Learning & Academic Operations

Interactive virtual classrooms were combined with batch management, cohort administration, enrollment workflows, and student progress tracking to create a seamless learning experience for both educators and students.

04

Intelligent Search & Learning Analytics

As the content library expanded, Elasticsearch-powered search and integrated analytics helped students quickly discover relevant lessons while giving educators actionable insights into engagement, academic performance, and course effectiveness.

05

Cloud Infrastructure & Scalability

Built on Google Cloud Platform with PostgreSQL, Redis, and scalable backend services, the platform handles enrollment surges, concurrent live sessions, and growing course libraries while maintaining reliable performance.

06

Continuous Product Innovation

Throughout the engagement, Patoliya continuously enhanced platform capabilities, optimized academic workflows, and expanded learning features without disrupting active students or instructors, supporting long-term product growth.

Outlier app screen 1

Build a Scalable Online Learning Platform

Deliver interactive STEM learning with powerful course management, live classes, and scalable infrastructure.

Learning Platform

Supports Hundreds of Thousands of Students

Course Publishing

Faster Content Delivery

Live Learning

Interactive STEM Instruction

Content Discovery

Improved Search Experience

Academic Operations

Simplified Cohort Management

Platform Growth

Scalable Cloud Infrastructure

Technical Decisions &
Engineering Considerations

Modular Learning Platform Architecture

Patoliya designed Outlier with modular architecture separating courses, content, and academic operations, enabling flexible curriculum management and future expansion without disrupting existing learning experiences.

Real-Time Learning Infrastructure

Outlier uses real-time communication services to deliver responsive virtual classrooms, interactive lectures, discussions, and collaborative STEM learning experiences with minimal latency across large student groups.

Intelligent Academic Data Platform

PostgreSQL, Redis, Elasticsearch, and analytics services enable fast content discovery, student management, and academic reporting while maintaining platform speed, reliability, and accessibility.

Cloud-Native Education Infrastructure

Outlier leverages Google Cloud Platform, scalable backend services, and intelligent caching to provide secure, high-availability learning experiences with reliable performance and long-term educational scalability.

Technology Stack

Frontend

React

Backend

Node.jsExpressFastify

Database

PostgreSQLRedis

Cloud Infrastructure

Google Cloud Platform (GCP)

Analytics & Search

TableauElasticsearch

Frontend

React

Frontend

React

Backend

Node.jsExpressFastify

Database

PostgreSQLRedis

Key features

STEM Authoring Tools

Create mathematical equations, scientific notation, and technical content with ease.

Live Virtual Classrooms

Conduct interactive online sessions for real-time teaching and collaboration.

Course Management System

Organize degrees, certificates, and learning programs from one platform.

Batch & Cohort Management

Manage student enrollment, schedules, and academic progress efficiently.

Intelligent Content Search

Locate lessons, assignments, and discussions quickly through advanced search.

Learning Analytics

Monitor engagement, course performance, and academic insights through integrated reporting.

Student Progress Tracking

Monitor learner performance, milestones, and academic progress throughout courses.

Discussion Forums & Collaboration

Enable student discussions and collaborative learning beyond live classes.

Instructor Content Publishing

Allow educators to publish and update courses without engineering support.

Trusted by the Teams We Build With

We value long-term relationships above all, driven by a strong focus on collaboration and mutual growth.

“

Working with Mr Vijay Patoliya has been one of our best decisions to materialize our IT strategy. He and his team provides daily updates, which are key to gauge the progress and define/decide next steps either to correct or fine tune development. Mr Patoliya and team show commitment and professionalism. We definitely will continue to work with them.

Sandino C
Sandino C
San Jose

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