Kargo HiringEmail sending LIVE
Dashboard / Candidate

Ravi Shankar

Applied for Product Manager · pm_14_ravi_shankar.pdf
Private: squad_2@pg27.mesaschool.co · +91 98100 63284
Applied-role score
13/100
#32 of 34 PM applicants
PM score
13/100
SPM score
10/100
Current status
Analysed
Below shortlist (AI suggestion)
Your decision
1

Why they fit

No criterion reached a clear-evidence score (3/5 or higher) on the PM rubric.

2

Where they fall short

  • Problem -> Change -> Result −20 pts

    The CV shows delivery of regulatory compliance features on schedule, but does not identify a specific problem or friction that the candidate noticed and resolved to create an operational or product improvement.

  • Evidence-Led Decisions −20 pts

    There is no evidence in the CV of decisions being changed, stopped, or prioritised based on data, customer feedback, or post-mortems.

  • Builds Repeatable Ways of Working −16 pts

    The candidate maintained an existing product requirements wiki, but there is no evidence of creating a new tool, template, or operating framework that was adopted or reused by others.

3

Rubric breakdown: SPM

CriterionWeightScoreWeightedAI reasoningEvidence from CV
Independent Decision Ownership30% 0/50.0/30The CV provides no evidence of independent decision ownership. Instead, it explicitly notes that all decisions are reviewed in monthly roadmap forums and undergo a 6–8 week approval process before build begins.Evidence not present in the CV.
Problem -> Change -> Business/Operational Result20% 1/54.0/20The candidate provides evidence of shipping regulatory features on time, but tracks delivery outputs rather than connecting a defined operational or customer problem to quantifiable business outcomes such as cost, revenue, adoption, or reliability.
  • “Shipped 6 compliance and regulatory features aligned to RBI guidelines over 3 years; all delivered on schedule for regulatory deadline”
Evidence-Led Prioritisation and Reversal20% 0/50.0/20There is no evidence in the CV of using data or evidence to drive prioritisation, stop initiatives, or alter an earlier product direction.Evidence not present in the CV.
Creates Systems Others Run15% 1/53.0/15The candidate maintained an existing product requirements wiki, which provides weak participation evidence, but there is no evidence of creating a new framework, operating rhythm, or system that others adopted and ran.
  • “Maintained the product requirements wiki — documentation quality audited at 95% in internal review”
Multi-Party Resolution Under Pressure15% 1/53.0/15The CV shows routine cross-functional stakeholder coordination across bank implementations, but lacks any evidence of managing escalations, high-pressure conflict, incident post-mortems, or navigating ambiguous failures.
  • “Managed roadmap planning across 3 concurrent bank implementations; coordinated stakeholder reviews across compliance, IT, and business teams at each bank”
Total100%10The candidate demonstrates execution and project coordination skills within an enterprise banking environment with a focus on compliance delivery. However, the CV lacks evidence across all Senior Product Manager rubric criteria, showing no independent decision ownership, no evidence-led reversals, and no demonstrated impact on operational or business metrics.
Scoring scale
  • 0: No evidence in the CV
  • 1: Indirect or participation-only evidence
  • 2: Partial: some elements of the description, weak link to outcome
  • 3: One clear example matching the description
  • 4: Clear example with a visible result, candidate's own action linked to it
  • 5: Repeated, strong examples fully matching the description, with results

Weighted contribution = score ÷ 5 × weight. Every quote is checked against the CV text; if none can be verified, the score is capped at 1.

4

Evidence

Verified CV quotes used (PM rubric)
  • “Shipped 6 compliance and regulatory features aligned to RBI guidelines over 3 years; all delivered on schedule for regulatory deadline” · Problem -> Change -> Result
  • “Maintained the product requirements wiki — documentation quality audited at 95% in internal review” · Builds Repeatable Ways of Working
  • “Managed roadmap planning across 3 concurrent bank implementations; coordinated stakeholder reviews across compliance, IT, and business teams at each bank” · Carries Ambiguous Problems Through to Closure
Outcomes stated in the CV
  • Shipped 6 compliance and regulatory features aligned to RBI guidelines over 3 years, all on schedule for regulatory deadlines
  • Managed roadmap planning across 3 concurrent bank implementations
  • Wrote functional specifications for 4 payment gateway integrations with sign-off from bank clients' IT teams
  • Maintained product requirements wiki with documentation quality audited at 95% in internal review
Anonymised CV (exactly what the AI saw)
[CANDIDATE] [EMAIL REDACTED]
[PHONE REDACTED] · Chennai
[PROFILE URL REDACTED]
Professional Summary
Product Manager with 4 years in banking technology and financial services SaaS. Strong in regulated product
environments, compliance-first development, and multi-stakeholder alignment in large organisations. MBA from IIM
Trichy. Currently exploring opportunities outside financial services to apply structured product thinking to a different
domain.
Work Experience
Product Manager – Core Banking Platforms
FIS India (Financial Technology, 2000+ employees), Chennai · Aug 2021 – Present
— PM for the corporate payments and trade finance module — used by 8 private sector bank clients in India
— Shipped 6 compliance and regulatory features aligned to RBI guidelines over 3 years; all delivered on schedule for
regulatory deadline
— Managed roadmap planning across 3 concurrent bank implementations; coordinated stakeholder reviews across
compliance, IT, and business teams at each bank
— Works within a 12-person PM organisation at FIS India; reports to Product Director; all decisions reviewed in
monthly roadmap forums
— Strong at planning, documentation, and compliance; decision cycles typically 6–8 weeks from idea to approval
before build begins
Associate Product Manager
FIS India, Chennai · Aug 2019 – Jul 2021
— Supported PM on the SWIFT messaging and correspondent banking module
— Wrote functional specifications for 4 payment gateway integrations; coordinated with bank clients' IT teams for
requirements sign-off
— Maintained the product requirements wiki — documentation quality audited at 95% in internal review
Education
MBA, Finance & Operations · IIM Tiruchirappalli · 2017–2019
B.Tech, Electronics Engineering · NIT Trichy · 2013–2017 · CGPA 8.1/10
Skills & Certifications
Product management · Banking & trade finance · SWIFT · Regulatory compliance · JIRA · Confluence · SQL · Visio
SAFe 5 Product Owner/PM (2021) · Agile Scrum Master – Simplilearn (2020)
Redacted: name ×1, email ×1, phone ×1, profile url ×1
5

Interview brief

Briefs are written when you shortlist a candidate.

6

Email draft

An offer or rejection draft is prepared once you make a decision. Nothing is ever sent without your approval.

Audit trail (2)
  • 9/29/2026, 11:02:38 AMsystemanalysis completed{"PM_score":13,"SPM_score":10}
  • 9/29/2026, 11:01:28 AMsystemcv ingested{"file":"pm_14_ravi_shankar.pdf","role":"PM","redactions":{"name":1,"email":1,"phone":1,"profile_url":1},"name_detected":true}