Headline

Product @ Thomson Reuters | MBA | Has a blend of Product, Project & People Management | AI, SaaS, B2B | Career Coach for Ambitious Talent → Resume & LinkedIn Expert

About

Turning ambiguous problems into reliable, shipped AI features. As an Associate Product Manager at Thomson Reuters' Foundational Research Team (Core AI for Westlaw & Practical Law), I partner with Editorial, Labs, Design and Engineering to translate legal‑research pain points into clear PRDs, rigorous experiments, and secure launches. My focus is building AI that's both useful and trustworthy—owning model monitoring, incident playbooks, and copyright risk assessments so products meet compliance standards without slowing teams down. Before product, I delivered end‑to‑end implementations across HighQ, Legal Tracker, and Contract Express—scoping requirements, configuring solutions, training enterprise users, and supporting go‑lives. Earlier data work (Excel/SQL/Tableau, with Python and Looker Studio) strengthened my analytical backbone, and hands‑on product apprenticeships taught me to instrument, iterate, and move metrics; in those projects we lifted user satisfaction by 25%, reduced bugs by 30%, and improved retention by 20% through focused UX and release discipline. Beyond my day job, I'm a certified Profile Branding expert who has helped thousands of professionals sharpen their stories across resumes, LinkedIn, and interviews. I care deeply about clarity, inclusion, and community—reflected in my recognitions such as Star Performer Award, Best Team Leader Award, and EIR of the Month, and in my volunteering contributions as Instructional Designer & mentor at ASK Educational Society and Swinfy Solutions. Today, I'm deepening in GenAI, model governance, and product analytics. I thrive where the stakes are high, the workflows are complex, and teams need someone who can align stakeholders, de‑risk AI, and ship with measurable impact.

Location

Greater Bengaluru Area

AI stack

claude

lovable

notebooklm

openai

Braintrust

Microsoft Copilot

Work experience

Associate Product Manager at Thomson Reuters India, Nov 2024 - Present · 1 yr 10 mos, Bangalore Urban, Karnataka, India, Associate Product Manager, Core AI Product Management - Foundational Research Team - Responsible for product management, assisting editorial teams in leveraging AI to streamline and expedite their processes, which involves understanding user needs and pain points, and collaborating with engineering teams through Product Requirement Documents (PRD) and other documentation for development, testing, and launch. - Focuses on risk management and model monitoring, ensuring compliance with ethical standards and mitigating potential risks associated with AI implementations. - Collaborates with Labs and Engineering to establish model monitoring approaches, ensuring AI-backed features perform as expected and addressing any issues promptly. - Develops and manages the Copyright Risk Assessment process for Editorial, extending it to applicable use cases in collaboration with Operations. - Provides guidance on monitoring approaches and coordinated efforts to investigate and fix issues, maintaining the reliability and trustworthiness of AI solutions.

Product Manager Fellow at Product Space, Aug 2024 - Oct 2024 · 3 mos, Hyderabad, Key Learnings & Experiences: • Gained understanding of product management and studied the product lifecycle from ideation to launch, growth, maturity and decline. • Mastered product discovery through methodologies like Design Thinking, Lean Startup, and Agile Discovery. • Used frameworks such as the Double Diamond Model and Opportunity Solution Tree to identify and validate new product ideas. • Conducted user research and segmentation through user interviews, surveys, and observational studies to gather data using Miro. • Applied the Jobs To Be Done (JTBD) framework to understand user needs and segment users. • Performed SWOT and opportunity analysis to understand market trends and competitive landscape and collected customer feedback to identify growth opportunities. • Created detailed user stories with acceptance criteria and comprehensive PRDs outlining product features and technical specifications. • Managed sprints, tracked progress, and facilitated team collaboration by implementing agile methodology using Jira. • Developed customer journey maps, maintained product backlogs, and planned roadmaps using Aha! tool. • Used MoSCoW, RICE, and Kano Model frameworks to prioritize features based on value and feasibility, supported by case study analysis. • Gained proficiency in product analytics concepts and configured tools like Pendo and MoEngage to track user behavior and engagement metrics. • Defined custom events, built funnels to analyze user flow, segmented users into cohorts, and tailored communication strategies. • Worked on product-led growth strategies for user acquisition, onboarding, monetization, and retention, and implemented tactics like A/B testing and personalized onboarding. • Studied web technologies (HTML, CSS, JavaScript, RESTful APIs), system design concepts and cloud computing platforms. • Investigated use cases like automated content creation, predictive analytics, and personalized user experiences, leveraging AI & Gen AI tools.

Implementation Specialist at Thomson Reuters India, Oct 2022 - Nov 2024 · 2 yrs 2 mos, Hyderabad, Legal Software Implementation Specialist, Legal Tech (HighQ, Legal Tracker & Contract Express) - Works as part of a project implementation team to conduct business analysis. - Assists in business requirements sessions and formulates requirements into design/solution documentation. - Works with clients to translate their policy into our solutions. - Engages with other key teams such as Product Management & Engineering within Thomson Reuters as appropriate to deliver end-to-end solutions. - Customizes and configures applications to agreed specifications. - Designs, develops, and documents project deliverables per project timelines and budgets agreed with customers. - Provides training of end users and customer development staff in the functionality of products. - Prepares and executes test scripts and test cases. - Provides ongoing support for escalated problems. - Completes tasks with limited supervision.

Data Analyst at Nelsoft Solutions, Dec 2021 - Sep 2022 · 10 mos, Hyderabad, Telangana, India, Data Analyst | End-to-End Data Analysis using Advanced Excel, SQL and Tableau. Also, learned Python for Data Science and Looker Studio.

Business Consultant at Unlock Consultancy, Apr 2021 - Sep 2021 · 6 mos

Human Resources Executive at One17 Technologies, Mar 2021 - Apr 2021 · 2 mos, KEY RESPONSIBILITIES: ● Performed daily operations of the HR department and maintaining their potential database. ● Worked with the legal department to create fair and consistent HR policies and procedures. ● Created Employee Handbook for easy navigation of new employees and spotting right tools or information at right time. ● Worked on multiple investor marketplace websites to increase the company’s visibility online. KEY ACHIEVEMENTS: ● I was highly appreciated for implementing standup meetings & ensuring better weekly performance reviews. ● Successfully built efficient systems around the company database to monitor all the HR activities in a single place.

Education

Master of Business Administration - MBA, Human Resources Management/Personnel Administration, General, Osmania University

Bachelor of Business Administration - BBA, Human Resources Management/Personnel Administration, General, David Memorial Institute of Management