AI Saas | MVP | AIaaS

Helping job seekers land interviews with AI-backed resume insights.


Industry


CareerTech / AI SaaS / Job Seeker Tech


Type


AI-Powered Resume Optimization MVP

Job Description Matching Web App (OpenAI/LLM)

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Overview

Creating a resume is only half the battle—getting it past Applicant Tracking Systems (ATS) is the real challenge. Tailored Resume bridges this gap by helping users optimise their existing resumes for specific job descriptions using AI.

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Concept

Most job seekers don’t realise why their applications go unnoticed.

Tailored Resume allows users to upload both their resume and the job description, then runs an AI-powered analysis to provide clear, actionable feedback—highlighting what’s missing, what’s misaligned, and how to improve it.

With intelligent suggestions, ATS scoring, and revision-ready content, users can apply with confidence knowing their resume is tailored for impact.

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Project Goals

Redesign the entire user interface for modern, frictionless usability

Optimise performance for resume uploads, parsing, and job description comparisons

Use Open AI to build a scoring and revision system that aligns with real ATS evaluation logic

Enable real-time, AI-generated revision suggestions for improved job targeting

UX design - Launching MVP - full-scale marketing — within a 12-week timeline

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Challenge

A job seeker should upload their resume and receive instant, AI-driven optimizations tailored to their target role.

The biggest challenge was building a system that could:

Accurately parse complex resume formats (PDFs, Word docs).

Dynamically match resume content with job descriptions using NLP

Provide actionable feedback without requiring manual input

Ensure scalability as user demand grew

Successfully prepare the platform for market launch and user acquisition

To achieve this, TailoredResume.AI needed to understand resume structures, ATS requirements, and hiring trends—then deliver precise recommendations in seconds.

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Solution

We revamped Tailored Resume’s web application from the ground up to deliver a seamless experience for job seekers and ensure successful market readiness:

Keyword extraction to improve ATS compatibility.

Skill gap analysis to highlight missing qualifications.

AI-based feedback engine to review and rewrite resume sections with suggestions.

ATS Relevancy Score that reflects real-world hiring filters and expectations.

On-page & off-page SEO to get users organically without ad-spend.

On-page & off-page SEO to get users organically without ad-spend.

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Implementation Strategy


AI Feedback System:

Implemented rule-based + LLM-enhanced models to provide context-aware revisions and alignment suggestions.

ATS Optimization Logic

Developed a proprietary scoring mechanism aligned with how real ATS platforms evaluate resumes.

Continuous deployment

Enabled easy iteration and rollout of AI improvements based on user feedback and market trends.

SEO

Implemented best practices for SEO to generate organic traffic from the very beginning.
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Impact & Results


MyHolidayMap launched as one of the first apps of its kind, offering travellers a new way to preserve their memories—and it quickly resonated with a global audience.

The platform was featured on Product Hunt, gaining early traction and visibility among travel enthusiasts and design-forward users.


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01

Launch

TailoredResume.AI went live as a full SaaS product in Q1 2024.

02

Growth

Gained strong early adoption with rapid organic user growth.

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Feedback

Received praise from both job seekers and recruiters.

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Improvement

Expanded features based on AI progress and user insights.

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