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Rohan Sane

Applied: PMRank #12 of 45 PM applicantssquad_4@pg27.mesaschool.co+91 93720 84315pm_10_rohan_sane.pdf
PM
60
Review
SPM
48
Below the line

Brief · PM

The candidate is a Product Manager with three years of experience building B2B SaaS and marketplace tools for enterprise operations and delivery partner workflows. They ranked at number twelve due to their direct operator discovery and logistics SaaS execution, highlighted by field UX research with thirty delivery partners across Mumbai and Bengaluru that drove a navigation redesign cutting task completion time by 22 percent. Their biggest gap against the rubric is a complete lack of demonstrated candour regarding failed initiatives, owned mistakes, or post-mortems, alongside having no direct hands-on logistics operations background.

Probe in interview

  1. Can you describe a specific instance where you directly shadowed or worked alongside frontline logistics operators in the field, and explain how that hands-on exposure altered your product requirements?
  2. Can you walk through a specific feature or initiative you led that failed or had to be killed, including how you conducted the post-mortem and what you personally took responsibility for?
  3. Can you provide a specific example of an internal tool or process improvement you initiated based on observed team pain points, and describe how your peers adopted it into their regular workflow?

PM rubric (applied role)60.0 / 100Review

CriterionScoreWeightPointsEvidenceRationale
PM-1 Hands-on logistics operations experience3/530%18Have not worked in logistics directly but have built for operational users.Built products for logistics and operations teams without having personally worked in logistics operations.
PM-2 Builds from observed pain; peers adopt it3/520%12Built the team's A/B testing framework from scratch; ran 6 experiments in the first 8 months, 3 of which changed release decisionsPresents one internal framework built from scratch that changed release decisions.
PM-3 Sole ownership with no layer in between3/520%12Works within a 4-person PM team; owns this module with a PM Lead above; operates independently on day-to-day decisionsOwned a module within a larger product team reporting to a PM Lead above.
PM-4 Discovery directly with operators5/515%15Led a UX research initiative with 30 delivery partners across Mumbai and Bengaluru — findings drove a navigation redesign that reduced task completion time by 22%Direct research with frontline delivery partners directly led to a measurable navigation redesign.
PM-5 Candour: kills, post-mortems, owning what went wrong1/515%3noneCV presents a success-only narrative with no mention of kills, post-mortems, or owned mistakes.

SPM rubric (other role)48.0 / 100Below the line

CriterionScoreWeightPointsEvidenceRationale
SPM-1 Hands-on logistics operations experience3/525%15Have not worked in logistics directly but have built for operational users.Matches anchor 3 as the candidate built tools for operational teams and conducted ops discovery, but never held an operations role.
SPM-2 Senior-most owner, no one above them in the function3/525%15owns this module with a PM Lead above; operates independently on day-to-day decisionsMatches anchor 3 as the candidate is the sole owner of the order management module reporting to a PM Lead.
SPM-3 Turns fixes into standing practice3/520%12Built the team's A/B testing framework from scratch; ran 6 experiments in the first 8 months, 3 of which changed release decisionsMatches anchor 3 for creating a framework adopted and used by the candidate, but without evidence it operates independently without them.
SPM-4 Judgement under pressure, stated plainly1/515%3noneMatches anchor 1 as the CV presents a success-only narrative with no hard calls or failures described.
SPM-5 Grows people who then get promoted1/515%3noneMatches anchor 1 as there is no evidence of mentoring, running 1:1s, or developing team members.

Email

This candidate is in the Review band, so the system hasn't drafted anything. Read the brief, then choose:

Redacted CV (exactly what the model saw)
[REDACTED]
Product Manager
[REDACTED] · [REDACTED] · Bengaluru · [REDACTED]
Professional Summary
Product Manager with 3 years in B2B SaaS and marketplace products. Strong in discovery, analytics, and
cross-functional execution. Worked on products for enterprise operations teams — understand how complex
workflows translate into software requirements. Good at shipping and measuring. Have not worked in logistics
directly but have built for operational users.
Work Experience
Product Manager
Shadowfax Technologies (Logistics & Delivery SaaS, 500+ employees), Bengaluru · Jan 2023 – Present
— PM for the client-facing order management and tracking module — 300+ brand and enterprise clients use the
platform
— Redesigned the exception management dashboard based on 20+ discovery interviews with brand operations
managers; reduced operations team's daily manual intervention by 28%
— Shipped a bulk order upload and validation feature that reduced client onboarding time from 3 weeks to 4 days
— Works within a 4-person PM team; owns this module with a PM Lead above; operates independently on day-to-day
decisions
— Runs regular sessions with the client success team to surface operational complaints before they become
escalations
Associate Product Manager
Shadowfax Technologies, Bengaluru · May 2021 – Dec 2022
— Supported PM on the delivery partner app — owned 4 features from PRD to release across 18 months
— Led a UX research initiative with 30 delivery partners across Mumbai and Bengaluru — findings drove a navigation
redesign that reduced task completion time by 22%
— Built the team's A/B testing framework from scratch; ran 6 experiments in the first 8 months, 3 of which changed
release decisions
Education
B.Tech, Computer Science · Symbiosis Institute of Technology, Pune · 2017–2021 · CGPA 8.2/10
Skills & Certifications
Product management · Delivery & logistics platforms · A/B testing · JIRA · Figma · SQL · Amplitude · Metabase · Notion
Product Analytics – Amplitude Certification (2022)