Priya Krishnan

Applied: PMRank #3 of 45 PM applicantssquad_1@pg27.mesaschool.co+91 98442 31075pm_01_priya_krishnan.pdf

Shortlist

SPM

Shortlist

Brief · PM

The candidate is a Product Manager with four years of experience across freight-tech SaaS and logistics operations, having worked as a Product Manager at Portzen Technologies and in logistics operations roles at Mahindra Logistics. The candidate achieved a high ranking based on perfect scores in hands-on logistics operations managing 400+ monthly FMCG shipments and demonstrated sole product ownership over tracking, exception management, and carrier integration modules with no management layer in between. The candidate's primary gap is under PM-2 (builds from observed pain; peers adopt it), where the CV provides only a single concrete example of a self-built carrier performance tracking sheet adopted by branch peers.

Probe in interview

Can you share another specific example beyond your carrier tracking sheet where you identified an operational pain point, developed a self-started tool or process, and successfully drove organic adoption among your peers?
For one of the three features you decided to kill after seeing sub-8% adoption despite positive discovery signals, can you walk through the detailed post-mortem and what specific failure in your initial assumptions you owned up to?
Can you describe a specific, complex operational failure during your time managing carrier allocation or customs coordination and walk through the exact steps you personally took on the ground to mitigate it?

PM rubric (applied role)89.0 / 100Shortlist

Criterion	Score	Weight	Points	Evidence	Rationale
PM-1 Hands-on logistics operations experience	5/5	30%	30	Managed day-to-day operations for 3 FMCG client accounts — carrier allocation, inbound shipment scheduling, and exception resolution across 400+ movements monthly	Meets anchor 5 with 2 years and 1 month of hands-on logistics and supply chain operations experience across roles at Mahindra Logistics.
PM-2 Builds from observed pain; peers adopt it	3/5	20%	12	Built a carrier performance tracking sheet that became the branch's standard reporting tool — introduced carrier accountability conversations that hadn't existed before	Meets anchor 3 with one concrete example of a self-started tool that was adopted by branch peers.
PM-3 Sole ownership with no layer in between	5/5	20%	20	Sole PM responsible for shipment tracking, exception management, and carrier integration modules — no PM manager above, decisions owned end-to-end	Meets anchor 5 as the sole product owner with end-to-end decision ownership and directly attributed metrics.
PM-4 Discovery directly with operators	5/5	15%	15	Reduced customer-reported exceptions by 34% through a proactive alert system designed after spending 2 weeks embedded with the operations teams of 3 freight forwarder clients	Meets anchor 5 as direct discovery embedded with frontline freight forwarder ops teams resulted in a measurable 34% exception reduction.
PM-5 Candour: kills, post-mortems, owning what went wrong	4/5	15%	12	Shipped 7 features in 14 months; killed 3 after post-launch data showed <8% adoption despite strong qualitative signal in discovery	Shows clear, specific candour in killing features based on poor adoption data despite qualitative discovery signals, falling just short of a detailed follow-up for anchor 5.

SPM rubric (other role)84.0 / 100Shortlist

Criterion	Score	Weight	Points	Evidence	Rationale
SPM-1 Hands-on logistics operations experience	5/5	25%	25	Managed day-to-day operations for 3 FMCG client accounts — carrier allocation, inbound shipment scheduling, and exception resolution across 400+ movements monthly	Has 2+ years of hands-on logistics operations experience across two roles at Mahindra Logistics that directly informed subsequent freight-tech product work.
SPM-2 Senior-most owner, no one above them in the function	5/5	25%	25	Sole PM responsible for shipment tracking, exception management, and carrier integration modules — no PM manager above, decisions owned end-to-end	Directly led core product modules as the sole PM with no managerial layer above and full end-to-end decision ownership.
SPM-3 Turns fixes into standing practice	4/5	20%	16	Built a carrier performance tracking sheet that became the branch's standard reporting tool — introduced carrier accountability conversations that hadn't existed before	Clear evidence of establishing a standard operational tool and practice adopted across the branch, though ongoing usage without them is not explicitly stated.
SPM-4 Judgement under pressure, stated plainly	5/5	15%	15	Shipped 7 features in 14 months; killed 3 after post-launch data showed <8% adoption despite strong qualitative signal in discovery	Plainly describes hard calls and underperforming features killed based on data despite contradictory initial feedback.
SPM-5 Grows people who then get promoted	1/5	15%	3	none	There is no evidence in the CV regarding mentoring, managing, or developing people toward promotions.

Interview invite draft

draft

SubjectBody ([NAME] is replaced with the candidate's name when sent)

Redacted CV (exactly what the model saw)

[REDACTED]
Product Manager
[REDACTED] · [REDACTED] · Mumbai · [REDACTED]
PROFESSIONAL SUMMARY
Product Manager with 4 years of experience in logistics operations and freight-tech SaaS. Built fluency in how
freight forwarders and 3PLs operate before moving into product. Owned product areas independently at an
early-stage company. Ship fast, learn from what lands, cut what doesn't.
WORK EXPERIENCE
Product Manager
Portzen Technologies Pvt. Ltd. (Freight Visibility SaaS, 35 employees), Mumbai · Mar 2022 – Present
— Sole PM responsible for shipment tracking, exception management, and carrier integration modules — no PM
manager above, decisions owned end-to-end
— Shipped 7 features in 14 months; killed 3 after post-launch data showed <8% adoption despite strong qualitative
signal in discovery
— Reduced customer-reported exceptions by 34% through a proactive alert system designed after spending 2 weeks
embedded with the operations teams of 3 freight forwarder clients
— Built the product's first API documentation in collaboration with engineering — reduced new customer integration
timelines from 6 weeks to 3 weeks
— Ran fortnightly discovery sessions with freight forwarder ops teams; fed findings directly into sprint planning with no
translation layer
Operations Coordinator
Mahindra Logistics Ltd., Mumbai · Jul 2020 – Feb 2022
— Managed day-to-day operations for 3 FMCG client accounts — carrier allocation, inbound shipment scheduling,
and exception resolution across 400+ movements monthly
— Built a carrier performance tracking sheet that became the branch's standard reporting tool — introduced carrier
accountability conversations that hadn't existed before
— Coordinated directly with CHA partners on customs documentation for time-sensitive pharma imports — learned
the documentation chain from both sides
— Led a process improvement initiative that reduced average dwell time at the Mumbai DC by 1.8 days over 6 months
Graduate Trainee — Supply Chain
Mahindra Logistics Ltd., Mumbai · Feb 2020 – Jun 2020
— 5-month rotational programme across warehousing, last-mile, and customer operations functions
— Supported the ops team during a 3PL contract renewal — gathered usage data, documented service gaps, and
prepared the internal review deck
EDUCATION
B.Com (Hons.) · Jai Hind College, University of Mumbai · 2016–2019 · First Division
SKILLS & CERTIFICATIONS
Product roadmapping · PRD authoring · Freight operations · JIRA · Figma · Mixpanel · SQL (working knowledge) ·
CargoWise One · Excel
Product Management Certification – Product School (2022) · APICS CSCP (in progress)