Dashboard / Candidate

Nikhil Sharma

Placed in Product Manager by best fit (no role stated; scored higher on this rubric) · 10_nikhil_sharma.pdf

Private: squad_2@pg27.mesaschool.co · 111641647413270

Applied-role score

41/100

#18 of 34 PM applicants

PM score

41/100

SPM score

36/100

Current status

Analysed

Below shortlist (AI suggestion)

Your decision

Why they fit

Problem -> Change -> Result 25%
The candidate provides clear examples of identifying friction (such as feature bloat and funnel drop-offs) and driving changes (tightened prioritization, UX and flow redesign) that yielded measurable outcomes like a ~30% bloat reduction and ~2x booking conversion. It stops short of higher scores because the underlying context of the friction is only stated at a summary metric level.
Builds Repeatable Ways of Working 20%
The candidate created dashboards and weekly review cadences that were adopted to track metrics and speed up decision turnaround by ~40%, demonstrating a repeatable operating method rather than a one-off effort.

Where they fall short

Evidence-Led Decisions −16 pts
While the CV mentions tracking operational metrics, benchmarking, and improving decision turnaround, it does not detail a specific decision that was changed, reprioritised, or stopped because of evidence, nor does it share the reasoning behind any trade-off.
Carries Ambiguous Problems Through to Closure −16 pts
The CV shows cross-functional alignment across product, sales, and marketing, but contains no evidence of resolving a messy, ambiguous issue, handling an escalation or failure, or conducting follow-up post-resolution.
Gets to the Source Before Designing the Fix −9 pts
The candidate has firsthand experience conducting user interviews and usability tests that fed into a UX redesign and onboarding improvements. However, the CV does not articulate what specific insights were discovered or how the fix adapted based on those discoveries.

Rubric breakdown: SPM

PM (applied)SPM

Criterion	Weight	Score	Weighted	AI reasoning	Evidence from CV
Independent Decision Ownership	30%	1/5	6.0/30	The CV mentions general roadmap ownership and tightening prioritization, but lacks specific details of consequential decisions made under uncertainty or the trade-offs involved.	“Owned product strategy and roadmap for Jobs, Courses, and Mentorship pods, aligning product priorities to lifecycle needs across learning, hiring, and career progression for 150,000+ users.” “Reduced feature bloat by ~30% by tightening prioritization and execution, improving development efficiency and time-to-market.”
Problem -> Change -> Business/Operational Result	20%	4/5	16.0/20	The candidate provides multiple clear examples of translating discovery, flow redesigns, and cross-functional alignments into quantifiable improvements across activation, conversion, velocity, and cycle times.	“Led discovery through user interviews, usability testing, and prototyping; improved activation by 25-35%, reduced funnel drop-offs by 15-25%, and increased mentorship booking conversion by ~2x through UX and flow redesign.” “Drove GTM alignment across product, sales, and marketing, shortening deal closure cycles by ~22% and improving demo-to-conversion by ~30%.” “Conducted user interviews, prototype testing, and funnel analysis to improve onboarding conversion by 40%.” “Owned features, user stories, and release cycles across 5+ platform modules, improving sprint velocity by ~25% and reducing release defects by ~18%.”
Evidence-Led Prioritisation and Reversal	20%	2/5	8.0/20	There is evidence of using benchmarking, analytics, and frameworks to prioritize features and eliminate bloat. However, there is no example showing that new evidence caused the candidate to reverse or materially alter a prior decision.	“Applied competitive benchmarking, pricing analysis, and prioritization frameworks to improve win rates, adoption, and planning speed.” “Reduced feature bloat by ~30% by tightening prioritization and execution, improving development efficiency and time-to-market.”
Creates Systems Others Run	15%	2/5	6.0/15	The candidate created operating rhythms, dashboards, and automated workflows that improved decision-making turnaround and cycle times. What is missing is clear evidence showing that these systems were adopted and independently operated by others on an ongoing basis.	“Built dashboards and weekly review rhythms to track conversion, CAC, LTV, retention, completion, and bookings; improved decision turnaround by ~40%.” “Automated QA and reporting workflows, reducing test-cycle time by 25%.”
Multi-Party Resolution Under Pressure	15%	0/5	0.0/15	Evidence is not present in the CV for resolving difficult multi-party issues under pressure, handling escalations, or managing incidents and post-mortems.	Evidence not present in the CV.
Total	100%		36	The candidate demonstrates strong execution in linking product interventions and discovery to measurable operational and conversion metrics. However, the profile provides limited evidence of consequential decision ownership with explicit trade-offs, lacks examples of evidence-based reversals, and offers no evidence of managing multi-stakeholder crises or escalations under pressure.

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.

Evidence

Verified CV quotes used (PM rubric)

“Reduced feature bloat by ~30% by tightening prioritization and execution, improving development efficiency and time-to-market.” · Problem -> Change -> Result
“Led discovery through user interviews, usability testing, and prototyping; improved activation by 25-35%, reduced funnel drop-offs by 15-25%, and increased mentorship booking conversion by ~2x through UX and flow redesign.” · Problem -> Change -> Result
“Built dashboards and weekly review rhythms to track conversion, CAC, LTV, retention, completion, and bookings; improved decision turnaround by ~40%.” · Evidence-Led Decisions
“Applied competitive benchmarking, pricing analysis, and prioritization frameworks to improve win rates, adoption, and planning speed.” · Evidence-Led Decisions
“Built dashboards and weekly review rhythms to track conversion, CAC, LTV, retention, completion, and bookings; improved decision turnaround by ~40%.” · Builds Repeatable Ways of Working
“Drove GTM alignment across product, sales, and marketing, shortening deal closure cycles by ~22% and improving demo-to-conversion by ~30%.” · Carries Ambiguous Problems Through to Closure
“Led discovery through user interviews, usability testing, and prototyping; improved activation by 25-35%, reduced funnel drop-offs by 15-25%, and increased mentorship booking conversion by ~2x through UX and flow redesign.” · Gets to the Source Before Designing the Fix
“Conducted user interviews, prototype testing, and funnel analysis to improve onboarding conversion by 40%.” · Gets to the Source Before Designing the Fix

Outcomes stated in the CV

Led products impacting 150,000+ users.
Expanded defense and enterprise adoption by 2.3x and increased qualified pipeline value by ~40% at Indrones Solutions.
Reduced feature bloat by ~30% at Genrichers Innovations.
Improved release velocity by ~30% and sprint predictability by 25% shipping MVP within 6 months at Drone Ecosystem Hub.
Built consumer health-tech brand from 0 to 100,000+ units sold leading to acquisition at Yose Wellness.
Improved onboarding conversion by 40% on B2B2C SaaS platform at TheBlueJobs.
Shortened deal closure cycles by ~22% and increased demo-to-conversion by ~30% at Indrones Solutions.
Improved decision turnaround by ~40% through dashboards and review rhythms at Drone Ecosystem Hub.

Anonymised CV (exactly what the AI saw)

| | LinkedInSUMMARY
PRODUCT STRATEGY | PRODUCT HEAD | EX-FOUNDER | SAAS | AI/ML | GTM | PLATFORM
SCALING
CORE COMPETENCIES
Product Strategy, Roadmapping, Product Discovery, PRD/BRD, User Research, Journey Mapping,
Experimentation, A/B Testing, Monetization, GTM, Pricing Strategy, Product Analytics, KPI Dashboards,
Agile/Scrum, Stakeholder Management, Cross-functional Leadership, P&L Ownership, AI/ML Integration,
SaaS Platform Scaling, Public-Private Collaboration.
Product leader with 13+ years of experience building and scaling technology products across SaaS,
EdTech, UAV/deeptech, and consumer health tech. Strong track record in 0-1 product development,
roadmap ownership, user research, GTM, analytics, and cross-functional execution. Led products
impacting 150,000+ users, improved release velocity by 30%, reduced feature bloat by 30%, drove 2.3x
adoption growth, and supported successful business exits.
PROFESSIONAL EXPERIENCE
Jan 2026 - PresentProduct Head - Impacteers, Genrichers Innovations Pvt. Ltd., Bengaluru
Owned product strategy and roadmap for Jobs, Courses, and Mentorship pods, aligning product
priorities to lifecycle needs across learning, hiring, and career progression for 150,000+ users.
Reduced feature bloat by ~30% by tightening prioritization and execution, improving development
efficiency and time-to-market.
Built the Mentorship product from 0-1 by defining niche, problem statement, target users, and core
onboarding journeys for mentees and mentors.
Jul 2024 - Dec 2025Product Owner (GCS) - Drone Ecosystem Hub, Mumbai
Defined product vision, strategy, and roadmap for a ground control station platform, translating customer
needs into PRDs, user stories, and acceptance criteria.
Shipped the MVP within 6 months with engineering, design, and research; improved release velocity by
~30% and sprint predictability by 25%.
Led discovery through user interviews, usability testing, and prototyping; improved activation by 25-35%,
reduced funnel drop-offs by 15-25%, and increased mentorship booking conversion by ~2x through UX
and flow redesign.
Built dashboards and weekly review rhythms to track conversion, CAC, LTV, retention, completion, and
bookings; improved decision turnaround by ~40%.
Vice President - Products, Indrones Solutions Pvt. Ltd., Mumbai Dec 2022 - Jun 2024
Led AI-integrated drone product strategy, expanding defense and enterprise adoption by 2.3x and
increasing qualified pipeline value by ~40%.
Owned features, user stories, and release cycles across 5+ platform modules, improving sprint velocity by
~25% and reducing release defects by ~18%.
Drove GTM alignment across product, sales, and marketing, shortening deal closure cycles by ~22% and
improving demo-to-conversion by ~30%.
Applied competitive benchmarking, pricing analysis, and prioritization frameworks to improve win rates,
adoption, and planning speed.
Product owner & co-founder (Acquired) , Yose Wellness Pvt. Ltd., Mumbai May 2016 - Jan 2022
Built a digital-first consumer health-tech brand from 0 to 100,000+ units sold.
Led product design, market research, digital marketing, and fundraising.[CANDIDATE] SHARMANikhil [CANDIDATE]
[EMAIL REDACTED]+91 98142 7031898142 70318 [CANDIDATE]-[CANDIDATE]-pm
Aug 2009 - May 2012Bachelor of Engineering - Computer Science & Engg
University of Mumbai
EDUCATION
Software Developer, Atos India Pvt. Ltd., Mumbai Nov 2012 - Mar 2015
Consultant, Capgemini India Pvt. Ltd., Mumbai Mar 2015 - Apr 2016
Managed digital transformation projects for enterprise clients, optimizing delivery pipelines and reducing
process overheads by ~20%.
Product owner & co-founder, TheBlueJobs, Mumbai Nov 2014 - Feb 2016
LANGUAGES
Designed and maintained enterprise Java and SQL applications serving 50K+ internal users.
Automated QA and reporting workflows, reducing test-cycle time by 25%.
Built a B2B2C SaaS platform for blue-collar workforce management adopted by 8+ enterprise clients.
Conducted user interviews, prototype testing, and funnel analysis to improve onboarding conversion by
40%.
Established data pipelines and retention metrics for continuous product optimization.
English (Fluent), Hindi (Fluent), Marathi (Fluent)
Secured media coverage from YourStory and Livemint and completed a strategic exit.
CERTIFICATIONS
CSPO, POPM, SDLC, Cloud Computing, Git & GitHub, HTML/CSS/JavaScript.
MEDIA COVERAGE
https://yourstory.com/2017/07/yose-drinks-startup-healthy-lemonades-detox-drinks
https:/lifestyle.livemint.com/news/talking-point/bridging-the-%20gap-in-the-health-drink-market-
[PHONE REDACTED].html

Redacted: name ×4, email ×1, phone ×1

Interview brief

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Email draft

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Audit trail (3)

9/29/2026, 11:35:43 AMsystemanalysis completed{"PM_score":41,"SPM_score":36}
9/29/2026, 11:35:43 AMsystemrole assigned best fit{"role":"PM","PM_score":41,"SPM_score":36}
9/29/2026, 11:29:29 AMsystemcv ingested{"file":"10_nikhil_sharma.pdf","role":"AUTO","redactions":{"name":6,"email":1,"phone":1},"name_detected":true}