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Ascenjo

An upcoming AI career project where contributors practice semantic search, AI workflow design, browser automation, application tracking, and cloud architecture.

View project ascenjo.app
Project overviewAscenjo hero screenshot
Learning focus

Explore semantic matching, AI workflows and browser automation through a career-focused system.

Ascenjo is planned as a React, TypeScript, Tailwind and ShadCN web app for dashboards, job recommendations, resume workflows, application tracking and analytics.

A NestJS backend with Prisma, JWT and PostgreSQL powers profiles, jobs, resumes and applications. pgvector supports semantic matching between resume embeddings and job embeddings, while Redis handles cache, sessions, rate limiting and AI response caching.

The AI and agent layer uses OpenAI, Gemini or Claude for resume analysis, ATS optimization, cover letters and job scoring, with Playwright + Chromium browser agents for assisted job applications.

Engineering focus

Built for applied AI practice.

/ 01

Profile intelligence

Parse resumes, profiles and portfolio links into skills, experience, education, projects and preferred roles.

/ 02

AI job discovery

Search and rank jobs from portals and career pages based on role, location, salary, visa needs and fit.

/ 03

Semantic matching

PostgreSQL with pgvector stores resume and job embeddings for meaning-aware job recommendations.

/ 04

Resume & cover letters

Generate ATS-optimized resumes and personalized cover letters for specific job descriptions.

/ 05

Browser agent

Playwright and Chromium support assisted application workflows like filling forms and uploading resumes with user approval.

/ 06

Application tracking

Track application status, interviews, offers and analytics from a single dashboard.

Under the hood

Tech stack.

R
Frontend
React + TypeScript
Tw
UI
Tailwind CSS + ShadCN
N
Backend
NestJS + Prisma
Pg
Database
PostgreSQL + pgvector
Re
Cache
ElastiCache Redis
AI
AI layer
OpenAI, Gemini, Claude
PW
Browser agents
Playwright + Chromium
AWS
Cloud
S3, CloudFront, ECS Fargate, RDS, Cognito
CI
CI/CD
GitHub Actions + ECR
Screens

A look inside.

Who built it

The Ascenjo crew.

The contributors behind the build and the engineering areas they owned.

Manoj Padmanabha
Manoj Padmanabha
Technical Lead / AI

Leads AI workflow design, architecture discussions and the career automation learning path.

AIArchitectureMentorship
Arvind
Arvind
Co-founder / Backend

Owns backend architecture, APIs, database workflows and service integration.

NestJSPostgreSQLAPIs
Greeshma
Greeshma
Senior Software Engineer

Builds frontend flows, reliable user-facing workflows and engineering quality practices.

ReactUIQuality
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