Deepika Nair

Applied: PMRank #5 of 45 PM applicantssquad_3@pg27.mesaschool.co+91 94478 20391pm_03_deepika_nair.pdf

Shortlist

SPM

Review

Brief · PM

The candidate is a product manager with nearly two years of experience building freight document automation products and three years of operational experience managing customs documentation and clearance workflows. They ranked fifth due to top marks in hands-on logistics operations experience from managing day-to-day port documentation and customs processes, alongside demonstrated sole ownership of a core document automation platform from day one. Their primary gap against the rubric is candour regarding failures and post-mortems, as their background presents an exclusively positive narrative without examples of killed features, mistakes, or operational rollbacks.

Probe in interview

Can you walk through a specific product feature or workflow you launched that failed to deliver value or had to be decommissioned, detailing what went wrong and how you handled the post-mortem?
Beyond the Excel tracker built during your operations executive role, what is another specific tool or process improvement you created from observed operational pain that was widely adopted by peers?
Can you share a specific example of an edge case or failure in customs clearance operations that challenged your operational assumptions and required you to adapt your approach on the ground?

PM rubric (applied role)80.0 / 100Shortlist

Criterion	Score	Weight	Points	Evidence	Rationale
PM-1 Hands-on logistics operations experience	5/5	30%	30	Ran operations at a family CHA firm for 3 years before completing an MBA and moving into product.	Over 2 years (nearly 3 years) of direct, hands-on customs documentation and freight operations experience.
PM-2 Builds from observed pain; peers adopt it	3/5	20%	12	Built a shipment status tracker in Excel after noticing that the team had no reliable way to tell clients where a shipment stood; it became the team's primary client communication tool	Shows one clear example of building a tool from observed operational pain that was adopted by peers.
PM-3 Sole ownership with no layer in between	5/5	20%	20	Owns the core document processing product — Bill of Lading extraction, shipping instruction validation, and customs filing automation — sole PM from day one	Sole PM owning the core product from day one with clear direct business and operational outcomes.
PM-4 Discovery directly with operators	5/5	15%	15	Designed the extraction rules engine after 6 weeks of field work at 4 customs house agent offices in Kochi, Chennai, and Mumbai; built rules from real documents, not specification sheets	Direct discovery with frontline customs house agents led directly to the design and measurable build of the rules engine.
PM-5 Candour: kills, post-mortems, owning what went wrong	1/5	15%	3	none	The CV presents a success-only narrative with no mention of kills, outages, or mistakes owned.

SPM rubric (other role)63.0 / 100Review

Criterion	Score	Weight	Points	Evidence	Rationale
SPM-1 Hands-on logistics operations experience	5/5	25%	25	Ran operations at a family CHA firm for 3 years before completing an MBA and moving into product.	Has nearly 3 years of hands-on logistics operations experience that visibly shaped subsequent product development decisions.
SPM-2 Senior-most owner, no one above them in the function	4/5	25%	20	Owns the core document processing product — Bill of Lading extraction, shipping instruction validation, and customs filing automation — sole PM from day one	Clear, specific evidence of acting as the sole product owner with no PM manager above them in one startup role.
SPM-3 Turns fixes into standing practice	3/5	20%	12	Built a shipment status tracker in Excel after noticing that the team had no reliable way to tell clients where a shipment stood; it became the team's primary client communication tool	Built a tool that was adopted by the team, but provides no evidence that it became a standing practice maintained without them.
SPM-4 Judgement under pressure, stated plainly	1/5	15%	3	none	The CV presents a success-only narrative with no hard decisions, failures, or pressure described.
SPM-5 Grows people who then get promoted	1/5	15%	3	none	No evidence of mentoring, conducting 1:1s, or growing team members in the CV.

Interview invite draft

draft

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

Redacted CV (exactly what the model saw)

[REDACTED]
[REDACTED] · [REDACTED] · Kochi
[REDACTED]
PROFESSIONAL SUMMARY
Product Manager with roots in customs documentation and freight forwarding operations. Ran operations at a
family CHA firm for 3 years before completing an MBA and moving into product. Built and owned a freight
document automation product from scratch at an early-stage startup. Comfortable with the language and the reality
of import-export operations — not just the theory.
WORK EXPERIENCE
Product Manager – Document Automation
ClearDoc Technologies Pvt. Ltd. (Freight-Tech, 20 employees), Bengaluru · Jun 2022 – Present
— Owns the core document processing product — Bill of Lading extraction, shipping instruction validation, and
customs filing automation — sole PM from day one
— Designed the extraction rules engine after 6 weeks of field work at 4 customs house agent offices in Kochi,
Chennai, and Mumbai; built rules from real documents, not specification sheets
— Shipped the first working version in 10 weeks; iterated 4 times in 6 months based on edge cases discovered in
production — each iteration triggered by a client conversation, not a roadmap plan
— Reduced average BoL processing time at the company's pilot client from 45 minutes to 6 minutes per document
— Brought in 2 additional CHA clients through product demos; no sales team at the time — presented the product
myself to ops heads
Operations Executive
[REDACTED] CHA & Freight Services, Kochi · Jul 2016 – May 2019
— Handled Bill of Lading preparation, shipping instructions, customs clearance coordination, and bank documentation
for 120–150 shipments monthly
— Coordinated with JNPT, Kochi Port Trust, and Air Cargo Complex at BIA across both import and export clearances
— Managed LC document preparation for 8 regular exporter clients — coordinated with negotiating banks and buyers'
agents directly
— Built a shipment status tracker in Excel after noticing that the team had no reliable way to tell clients where a
shipment stood; it became the team's primary client communication tool
EDUCATION
MBA, Operations & Strategy · Great Lakes Institute of Management, Chennai · 2020–2022 · Gold Medalist,
Operations
B.Com · St. Teresa's College, Kochi · 2013–2016 · First Division
SKILLS & CERTIFICATIONS
Product management · Customs documentation · Bill of Lading processing · JIRA · Figma · SQL · Python (basic) ·
CargoWise · ICEGATE
Certified Product Manager – AIPMM (2023)