Sowmithri S
Product @sonatype | Product Manager | Data analyst
Hyderabad
4+ years of work experience
Jan 20269 moPresent
Hyderabad, Telangana, India
Spearheaded the GTM change for Lifecycle product, Sonatype’s flagship revenue generator, for its 2027 move
from license-based to consumption/credits-based: designed the Usage-to-Credit and Credit-to-Dollar frameworks,
self-serve credit management, consumption funnels and four-tier (Pro to Enterprise Plus) feature gating, with
credits mapped to core SCA features like vulnerability scanning and license compliance. Intended to open
mid-market/SMB segments at GA.
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Led product execution that brought this framework to life in the Nexus One UI refresh: building the designed
funnels and tier-based feature gating in-product, embedding pay-as-you-go purchasing, and architecting
backward-compatible migration for existing license customers. In beta internally and with one customer design
partner, with early results showing strong daily active usage and overage (over-consumption) activity; GA
pending.
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Owned the strategic product initiative for Hosted Repository Scanning, extending Lifecycle’s
vulnerability-detection and license-compliance policy engine to repositories hosted on Nexus Repository Manager
and bringing previously unmonitored hosted components under scan coverage, closing a long-standing feature
gap against competing SCA vendors, a $25M opportunity gap, and cutting renewal churn ~13%. Reworked the
evaluation pipeline with engineering so results surface in Lifecycle, with proxy/group/hosted policy linkage
scoped for the next release; groundwork for the 2027 Nexus One platform.
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Delivered 25 cross-product SCA enhancements covering 45% of the annual operating plan (AOP) budget for
maintenance and incremental work, addressing a ~$5M opportunity and renewal gap.
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Pioneered AI-PDLC, a 5-phase (Define, Learn, Decide, Build, Validate) AI-augmented product development
lifecycle, first applied to Lifecycle’s SKU and consumption work, then enabled across the product and engineering
teams in India. After full adoption, total output grew 158% from Q2 to Q3 2026 with output per person up 50%,
and average output per recorded initiative across SCA now stands at 6.3x its Q2 2025 level; three initiatives
targeted for Q1 2027 landed by mid-Q3 2026. Also Product Owner and Scrum Master for India SCA.
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Designed spec-driven checks for AI-agent output in AI-PDLC, using BDD scenarios, implementation plans and
Figma/front-end branch context as the reference; the review caught an agent’s miss on a critical multi-tenant
audit-logging scenario before development began. .
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.Won Hackers’ Choice Award and a $2,500 cash prize at Sonatype Hackathon 2026 for an AI model vulnerability
matrix, now planned for the 2027 roadmap; nominated AI Champion 2026 for driving AI adoption across product
and engineering.
Nov 20232 yrs 3 mosJan 2026
Hyderabad, Telangana, India
Sep 20221 yr 3 mosNov 2023
Hyderabad, Telangana, India
• Data Analyst in Network Performance Team for Hyderabad Zone.
• Network Analysis and Profiling to understand user requirements and preferences to customize network planning
and deployment.
• Resolved audit issues and reduced the VoLTE drop ratio from 1% to 0.16%
• Successfully converted more than 300 low income POC’s to match business standards.
• Worked on Voice over Wi-Fi feature in Andhra Pradesh and Telangana circle clocking 3.3 lakh users on day 1.
• Assured zero traffic dip during 3G sunset.
• Developed and prototyped UI Path Automation to address issues between cross functions. Awaiting
implementation.
Mar 20224 mosJun 2022
Hyderabad, Telangana, India
Apr 20214 mosJul 2021
Hyderabad, Telangana, India
Sowmithri’s AI Stack
Education
Bachelor of Technology - BTech, Computer Science Engineering
kl university
20184 yrs2022
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