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Virat Patel
Applied: PMRank #4 of 45 PM applicantssquad_4@pg27.mesaschool.co+91 98792 66104pm_04_virat_patel.pdf
PM
86
ShortlistSPM
69
ReviewBrief · PM
The candidate is a Product Manager with five years of combined experience across freight forwarding operations at Mundra Port and B2B logistics SaaS product management. They achieved a shortlist rank of #4 with a score of 86/100 due to their deep hands-on logistics operations background executing shipment coordination and their track record of sole module ownership reporting directly to a co-founder with no intermediate PM management layer. Their primary gap lies in demonstrating candour through structured post-mortems and showing a broader track record of organically adopted tools or processes built from observed pain.
Probe in interview
- Can you share a specific instance where you observed an operational pain point internally or among peers and designed a tool or workflow that was voluntarily adopted across the team?
- Could you walk me through one of the two features you retired, detailing the metrics that prompted the decision, the pushback faced, and the specific post-mortem lessons shared with the team?
- Can you describe a complex, non-standard exception you handled during port operations at Mundra, explaining how that direct operational failure mode shaped your subsequent software workflow design?
PM rubric (applied role)86.0 / 100Shortlist
| Criterion | Score | Weight | Points | Evidence | Rationale |
|---|---|---|---|---|---|
| PM-1 Hands-on logistics operations experience | 5/5 | 30% | 30 | Managed LCL and FCL shipment coordination at Mundra Port — documentation, carrier booking, customs coordination, and client status updates | Candidate has over two years of hands-on experience executing freight forwarding and port operations directly. |
| PM-2 Builds from observed pain; peers adopt it | 3/5 | 20% | 12 | Built the product's beta feedback process: structured weekly call with ops lead at 3 pilot clients for 8 weeks after each major release | Candidate built one self-started process adopted by pilot clients rather than multiple tools or processes. |
| PM-3 Sole ownership with no layer in between | 5/5 | 20% | 20 | No PM manager above — escalates directly to co-founder on strategic calls, owns tactical delivery independently | Candidate is the sole owner of core modules with no intervening PM management and has outcomes directly attributed to them. |
| PM-4 Discovery directly with operators | 5/5 | 15% | 15 | embedded with 1 client ops team for 1 week every quarter to watch the software being used, not just hear about it | Direct discovery with frontline ops teams quarterly led to product changes, including the most-adopted feature in product history. |
| PM-5 Candour: kills, post-mortems, owning what went wrong | 3/5 | 15% | 9 | retired 2 that were underused | Mentions retiring underused features and resolving an operational issue, but neither is an explicitly named kill with lessons and follow-up. |
SPM rubric (other role)69.0 / 100Review
| Criterion | Score | Weight | Points | Evidence | Rationale |
|---|---|---|---|---|---|
| SPM-1 Hands-on logistics operations experience | 5/5 | 25% | 25 | Transitioned from a 2-year role at a freight forwarder directly into product at a logistics-tech startup. Understand what freight forwarding teams need from software because I was the person using inadequate software for 2 years. | Meets anchor 5 with over 2 years of hands-on port freight operations experience that directly informs their product decisions. |
| SPM-2 Senior-most owner, no one above them in the function | 4/5 | 25% | 20 | No PM manager above — escalates directly to co-founder on strategic calls, owns tactical delivery independently | Clear evidence in one role of being the sole PM owner without functional management above, though strategic calls escalate to the co-founder. |
| SPM-3 Turns fixes into standing practice | 3/5 | 20% | 12 | Built the product's beta feedback process: structured weekly call with ops lead at 3 pilot clients for 8 weeks after each major release | Implemented an adopted beta feedback cadence, but with no evidence that it operates standing without their direct involvement. |
| SPM-4 Judgement under pressure, stated plainly | 3/5 | 15% | 9 | Handled a 4-month period covering a team member's medical leave — managed their entire portfolio of 15 accounts with no additional support | Demonstrates handling pressure under heavy workload, but names no hard trade-offs, critical calls, or failures. |
| SPM-5 Grows people who then get promoted | 1/5 | 15% | 3 | none | There is no mention of mentoring, coaching, or developing team members in the CV. |
Interview invite draft
draftRedacted CV (exactly what the model saw)
[REDACTED] Product Manager [REDACTED] · [REDACTED] · Ahmedabad · [REDACTED] Professional Summary Product Manager with 5 years of combined experience in freight forwarding operations and SaaS product management. Transitioned from a 2-year role at a freight forwarder directly into product at a logistics-tech startup. Understand what freight forwarding teams need from software because I was the person using inadequate software for 2 years. Work Experience Product Manager FreightBridge Technologies Pvt. Ltd. (FMS SaaS, 45 employees), Ahmedabad · Sep 2021 – Present — Owns the freight management and shipment lifecycle modules — built the first version of both from user research conducted at 6 freight forwarder clients across Gujarat and Maharashtra — Runs discovery as a continuous process: embedded with 1 client ops team for 1 week every quarter to watch the software being used, not just hear about it — Shipped 9 features in 3 years; retired 2 that were underused; one feature proposed by a client during discovery became the most-adopted feature in the product's history — No PM manager above — escalates directly to co-founder on strategic calls, owns tactical delivery independently — Built the product's beta feedback process: structured weekly call with ops lead at 3 pilot clients for 8 weeks after each major release Freight Operations Executive Transworld Group, Mundra Port Office · Jun 2019 – Aug 2021 — Managed LCL and FCL shipment coordination at Mundra Port — documentation, carrier booking, customs coordination, and client status updates — Dealt directly with CHA partners, terminal operators, shipping line offices, and customs officers daily — Handled a 4-month period covering a team member's medical leave — managed their entire portfolio of 15 accounts with no additional support — Flagged a recurring issue with a shipping line's EDI file format that was causing delays across 3 clients — escalated, followed up, and resolved by coordinating directly with the shipping line's operations team Education B.B.A., International Business · Nirma University, Ahmedabad · 2015–2019 · Distinction Skills & Certifications Product roadmapping · Freight management systems · Port operations · JIRA · Figma · Excel (advanced) · SQL · Notion FIATA Freight Forwarder Module Certificate (2020) · Product-Led Growth Certification – Product School (2023)