Khanij Kumar S G

Product Manager

Bengaluru, Karnataka, India15 yrs 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Led development of automated visual quality inspection system.
Expert in product analytics and engineering observability.
Proven track record in mentoring data science teams.

Stackforce AI infers this person is a Data Science and AI expert with a focus on product analytics in the SaaS industry.

Contact

Skills

Core Skills

Data ScienceMachine LearningBusiness Analytics

Other Skills

ML & AI systemsLeadershipBusiness Alignmentmodel deploymentStakeholder ManagementGen AIStatisticsPredictive ModelingPython (Programming Language)Probability TheoryTeam LeadershipForecastingComputer VisionDeep LearningConsulting

About

At Adobe, my focus is on leveraging data science to enhance Adobe XD's feature set, monetization strategies, and user engagement. My expertise lies in product analytics and engineering observability, which has driven growth and improved customer experiences. Previously, as Lead Data Scientist at Kyndryl, I spearheaded the development of an automated visual quality inspection system using image analytics, and mentored a team on customer analytics covering sentiment analysis, churn, and lifetime value. My commitment to innovation and team development continues to shape the data-centric culture in our organization.

Experience

15 yrs 8 mos

Total Experience

2 yrs 11 mos

Average Tenure

1 yr

Current Experience

Commonwealth bank

Senior Manager, Data Science

Jun 2025 – Present · 1 yr · Bengaluru, Karnataka, India · On-site

I lead a team of data scientists while remaining hands-on with machine learning systems and business-critical modeling efforts.
Technical leader with 15 years of experience in data science, machine learning, and AI, currently leading cross-functional teams as a Senior Manager / Sr. Staff Data Scientist. Proven track record of delivering business impact through end-to-end ML pipelines, experimentation, and strategic data initiatives. Skilled at mentoring data scientists, managing stakeholders, and aligning technical execution with business goals. Passionate about hands-on problem-solving and enabling teams to scale with clarity and innovation

ML & AI systemsLeadershipBusiness Alignmentmodel deploymentStakeholder ManagementGen AI+2

Adobe

Lead Data Scientist

Aug 2022 – Jun 2025 · 2 yrs 10 mos · Bengaluru, Karnataka, India

Product Analytics and Data Science for Adobe XD product features, monetization, engineering observability, growth, and engagement.

Kyndryl

Lead Data Scientist, Associate Director, Data and AI

Sep 2021 – Aug 2022 · 11 mos · Bangalore Urban, Karnataka, India

Lead Data Scientist in the area of Customer Analytics and Manufacturing. Building an automatic visual quality inspection system for a manufacturing plant using Image Analytics. Also, providing technical guidance and mentoring to junior Data Scientists on Customer Analytics in various areas like Customer sentiment, Churn, and Life Time value.

StatisticsPredictive ModelingBusiness AnalyticsMachine LearningPython (Programming Language)Probability Theory+5

Ibm

Senior Data Scientist

Jul 2020 – Aug 2021 · 1 yr 1 mo · Bengaluru, Karnataka, India

Converting business problems into an analytics solution using Data Science Methodologies. Lead Data Scientist in IT Analytics, Log Analytics, and Customer Analytics Domain.

StatisticsPredictive ModelingBusiness AnalyticsMachine LearningConsultingProbability Theory+6

Adobe

Senior Technical Consultant, Marketing Analytics

Apr 2019 – Jul 2020 · 1 yr 3 mos · Bangalore

Providing Consulting advice and support to Clients on Marketing Analytics, for implementing Adobe Campaign solution and any technical advisory required afterward.

StatisticsPredictive ModelingBusiness AnalyticsMachine LearningProbability TheoryData Science+4