Built for India DPDP Act (2023) Compliance
Candidate Screening Instrument
Prototype · Building with Early Users

Stop skimming resumes. 
See the evidence. 

Merix is built to screen 100 candidate resumes in minutes against your exact 70/20/10 rubric — citing the verbatim quote behind every point, so you can defend every decision.

Free during early access — no credit card, no setup call required.

DPDP Act 2023 CompliantZero auto-rejectsDesigned for <8 min per 100-resume batches
Senior Backend Engineer• 24 Ingested
3 Sample Candidates
Ranked by Overall Fit:
+21 more applicants in this drive
Aditya Sharma(3.5 Years YOE)
B.Tech Computer Science (2022) • IIT Bombay
94
Required Technical (70% wt)68/70
Verbatim Resume Quote:
“Architected distributed async microservices with FastAPI and PostgreSQL pgvector, processing 5M+ vector queries daily at sub-50ms latency in containerized clusters.”
✓ Python 3.11+✓ FastAPI AsyncIO✓ PostgreSQL✓ pgvector✓ Docker✓ Redis✕ Kubernetes Ops
Recruiter Decision:

Built for India's campus placement & staffing pipelines

CAMPUS PLACEMENT CELLS
T&P OFFICES
STAFFING AGENCIES
HIRING COMMITTEES
RECRUITMENT OPS TEAMS
VOLUME HIRING DESKS
CAMPUS PLACEMENT CELLS
T&P OFFICES
STAFFING AGENCIES
HIRING COMMITTEES
RECRUITMENT OPS TEAMS
VOLUME HIRING DESKS

Design targets — what every batch is engineered to deliver

0
Resumes per batch — the volume Merix is built for
< 0 min
Target turnaround for a full 100-resume batch
0%
Of scored candidates carry verbatim evidence citations
0
Auto-rejects by design — every case reaches humans
The Pipeline · 01

From raw pile to defensible shortlist.

STEP 01

Paste the JD. Get a deterministic rubric.

Merix extracts mandatory skills (70%), preferred competencies (20%), and verified experience (10%) — no manual weighting, no ambiguity about what matters.

STEP 02

Drop 100 resumes. DPDP gate runs itself.

The entire PDF pile is ingested in parallel — magic bytes validated, PII scrubbed, affirmative consent logged server-side before a single token is read.

STEP 03

Inspect evidence. Advance with proof.

A ranked leaderboard where every score opens into the exact resume sentences behind it. Advance, hold, or pass — your call, fully documented.

senior_backend_engineer.jd✓ PARSED
Extracted Rubric100% Deterministic
Required (70%)
FastAPI, SQL, pgvector
Preferred (20%)
Docker, Redis, CI/CD
Experience (10%)
2+ Years Production
Source sentence: “Must have deep experience with async Python services and vector databases.”
Capabilities · 02

Everything a defensible shortlist needs.

Not a pile of features — a single instrument where scoring, evidence, and compliance live in one auditable surface.

Deterministic Explainability

Every score cites the exact sentence that earned it.

No opaque percentages. Merix quotes the candidate's own resume — verbatim, monospace, audit-ready.

“Tuned pgvector HNSW index parameters (m=16, ef_construction=64) on 1536-dim embeddings, reducing nearest-neighbor lookup time from 420ms to 38ms.”
✓ +24/24 pts✓ pgvector Tuning✕ Kubernetes Ops
<8 min

A full 100-resume campus batch is designed to finish before your coffee does — parallel async workers, zero queue babysitting.

DPDP 2023
Protected

DPDP Act 2023, engineered in

  • • Cryptographic consent logging before ingestion
  • • 90-day configurable auto-purge of resumes & embeddings
  • • One-click right-to-erasure on immutable audit logs

Committee-ready exports

Ranked leaderboards export to clean CSV — scores, verdicts, and citations attached. No screenshots, no lost context.

Multi-tenant isolation. Human judgment always final.

Row-level Postgres security guarantees no candidate data, rubric, or shortlist ever leaks between organizations on shared infrastructure.

Merix never rejects silently — every applicant arrives with their complete dossier: score breakdown, matched/missing skills, and the verbatim proof behind them.

Why Switch · 03

The difference between filtering and knowing.

Legacy ATS tools were built to eliminate candidates. Merix was built to defend every decision you make about them.

Scoring transparency
Opaque match percentage — zero reasoning shown
Verbatim resume quote cited for every point awarded
100-resume turnaround
Days of manual skimming and spreadsheet triage
Engineered for minutes, not days — parallel async processing
Candidate fate
Silent keyword filters auto-reject behind the scenes
0 auto-rejects — every dossier reaches human review
Data protection
Manual deletion policies and audit gaps
DPDP-native: consent logs, 90-day auto-purge, erasure endpoint
Committee handoff
Screenshot-and-email shortlists with no context
Clean ranked CSV export with evidence attached
Why we're building this

Screening shouldn't be a black box.

We started Merix after watching campus placement cells and staffing teams drown in PDFs — hundreds of resumes per drive, gut-feel shortlists, and keyword filters that reject good candidates silently and can't explain why.

Our bet: every hiring decision should arrive with its evidence attached — the exact resume words that earned each point of the score, with a human making the final call. That's what Merix is built to do.

It's early, it's honest about what it is, and it's being built with a small group of teams doing high-volume screening right now. If that's you, we'd love to build it with you.

— Team Merix
Early access

Free during early access. Leave an email and we'll set you up with a real drive.

FAQ · 04

Questions recruiters ask before switching.

Legacy ATS tools count keyword hits and return an opaque percentage. Merix parses your JD into a deterministic 70/20/10 rubric, then cites the exact verbatim sentence from each resume proving every score — so you can audit any ranking in seconds.

Early Access · Design Partners

Help shape what we build next.

We're working closely with a small group of campus placement cells and staffing teams. If screening hundreds of resumes per drive is your weekly reality, leave your email and we'll reach out.

One email. No spam — just an invitation to try Merix with a real drive.

What early users can expect — designed outcomes, not case studies yet

<8 min
Target turnaround for a 100-resume batch

Parallel async workers are engineered to rank an entire campus pile in minutes — not days of manual skimming.

100%
Scores backed by verbatim evidence

Every point awarded cites the exact resume sentence that earned it, so any ranking can be audited in seconds.

70/20/10
Your rubric, applied deterministically

JDs parse into required, preferred, and experience weights — the same rubric every time, no silent re-weighting.

0
Auto-rejects, by design

Every applicant reaches human review with their complete dossier. Merix informs the decision; you make it.

DPDP
Compliance engineered in from day one

Consent logging, configurable retention windows, and one-click candidate erasure on an immutable audit trail.

CSV
Shortlists your committee can actually use

Ranked exports carry scores, verdicts, and citations attached — no screenshots, no lost context.

<8 min
Target turnaround for a 100-resume batch

Parallel async workers are engineered to rank an entire campus pile in minutes — not days of manual skimming.

100%
Scores backed by verbatim evidence

Every point awarded cites the exact resume sentence that earned it, so any ranking can be audited in seconds.

70/20/10
Your rubric, applied deterministically

JDs parse into required, preferred, and experience weights — the same rubric every time, no silent re-weighting.

0
Auto-rejects, by design

Every applicant reaches human review with their complete dossier. Merix informs the decision; you make it.

DPDP
Compliance engineered in from day one

Consent logging, configurable retention windows, and one-click candidate erasure on an immutable audit trail.

CSV
Shortlists your committee can actually use

Ranked exports carry scores, verdicts, and citations attached — no screenshots, no lost context.

Screen your next 100 resumes in minutes.

Merix never rejects silently — every candidate reaches you with the evidence to decide.

India DPDP Act (2023) Protected • Row-Level Multi-Tenant Isolation
Merix— AI Resume-to-JD Screening Instrument
Compliant with Digital Personal Data Protection Act, 2023
Prototype — building with early users