Ravi Kishan Jha

Operations Associate

Bengaluru, Karnataka, India7 yrs 6 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Over 8 years of experience in data-driven insights.
  • Led multiple successful analytics projects across top companies.
  • Expert in advanced analytics technologies and methodologies.
Stackforce AI infers this person is a Data Analytics Expert with extensive experience in Retail and Digital Analytics.

Contact

Skills

Core Skills

Business IntelligenceData AnalyticsBusiness AnalysisProduct ManagementConsultingRobotics

Other Skills

Data DeliveryData ModellingDashboardingAnalytics DeliveryQuery WritingBusiness GrowthSubscription DesignExperimentationData AutomationPhishing MonitoringData Science CollaborationModel DevelopmentData AnalysisBusiness ReportingCampaign Design

About

tl/dr: " I can make the data talk as you want or tell you what you need to know - ask the question, let the data answer." Experienced in delivering data driven insights to different business verticals such as Bizfin, T&S, Business, Products, Category , Digital Streams. More than eight years of hands on expertise in capitalising data for retail analytics ,digital/clickstream analytics and product analytics. Worked with esteemed organisations such as Google, Swiggy, American Express, GoJek to support business and product teams with data backed insights and strategies to drive business critical and growth initiatives. Experienced in cutting edge analytical and data technologies such as SQL, Hive, Yellow Brick,Python, PySpark, GoogleSQL, Databricks, Microstrategy,Tableau,Redshift, BigQuery, Snowflake, Zeppelin-Qubole, PowerBI, Redash, Omniture, Adobe Analytics, Google Analytics, Sisense, MS Office Suite, Metabase and comfortable with all the data related tools in the world. Exploring Agentic AI solutions in the field of Analytics [ Workflow, Agent, ReAct Agents .. ], have dipped hands in grounding AI agents to proprietary niche usecases, utilising them on BI platforms for enhanced insights, acting as a data product manager for in-house agent to assist in query writing via directed vector RAGs .

Experience

7 yrs 6 mos
Total Experience
1 yr 3 mos
Average Tenure
1 yr 5 mos
Current Experience

Zepto

Analytics Manager - BI & Data Products {AD}

Dec 2024Present · 1 yr 5 mos · On-site

  • Business Intelligence:
  • Leading BI reporting platform for Overall Zepto, serving as Platform owner, data custodian and SME to resolve and streamline reporting use cases at Zepto.
  • Manage data delivery and efficiency of over 150 dashboards, and datasets hosted on the platform for 3000+ user base across the organisation in Supply Chain ( Ops, Inventory, Planning), Product, Business ( Overall & Category), Strategy , Finance and Cafe verticals.
  • Leading a team of analysts & admins to enable BI reporting for different stakeholders, along with training and enabling analysts from each POD on optimised and effective data modelling, dashboarding and reporting usecases.
  • Enhanced existing BI infra to mitigate regular server and load inefficiencies in the reports and include better control & ownership to analysts.
  • Analytics Excellence:
  • Enabling Agents to enhance analytics delivery through easy efficient and centralized query writing.( successful through phase 2)
  • Enhancing BI delivery via ReAct & Workflow based specific agents catering to individual business usecases ( MVP on multiple approaches 3pp /inhouse)
  • Culture:
  • Trained and developed in-house talent to serve as Data custodian & admin for the BI platform.
Business IntelligenceData DeliveryData ModellingDashboardingAnalytics DeliveryData Analytics

Goto group

Analytics Lead - ( Subs / GoFood / SDF / Mart)

Sep 2023Dec 2024 · 1 yr 3 mos · Bengaluru, Karnataka, India · On-site

  • Worked initially as Sr. IC analyst for all the GoFood & GoFood+ Business growth related initiatives at GoJek. Primary KR is to support Business and Product Leadership with Adoption and Retention of GoFood+ Subscription ( launched to improve loyalty and stickiness).
  • Helped Business in re-designing Subscription offering and Pricing Flexibility on Contribution Margin, Free Delivery to Flat 12K discount, merging Handling and delivery fees to enhance CMPU and accurately identify RPL etc.
  • Collaborated with Product , Marketing and Strategy Leads to optimise experimentation, user experience and customer adoption for GF+ across Indonesia and Vietnam. Helped automate tracking, monitoring of key metrics, campaign results for seamless reporting and quick turn-around to drive changes if needed.
  • Migrated to Central Business Analytics to assist Business stakeholders in creating ODS ( all GoJek services) subscription. Main KR is collaborate with Business Leadership on subscription design (involving package instrumentation, design, Instrument different test experiment versions to understand user adoption & behaviour to offerings, optimize and launch final subscription brand in Indonesia).
  • Scaled GoJek Plus Subscribers around Indonesia to a 10x growth and over 1.5 Mn subscribers in record time through faster data delivery and active launches and experimentation initiatives. ( Countrywide launch date: May 2024, reached 1.5 Mn in Dec'24 )
Business GrowthSubscription DesignExperimentationData AutomationBusiness AnalysisProduct Management

Google

Strategist - Trust & Safety ( Ads )

Dec 2021May 2023 · 1 yr 5 mos · Hyderabad, Telangana, India · Hybrid

  • Work involved in devising enforcement strategies to contain abuse under the Ads universe, Contributing in making the ads space safe and user-friendly.
  • Subject Matter Expert for Identification and Enforcement of Phishing cases on Google Ads. Primary KR is to monitor Phishing Abuse happening on Google Ads across the globe, identify gaps in enforcement leading to user escalations/ advertiser's loss , which would lead to collaborating with Data Science and Legal teams to upgrade or build enforcement models and strategies.
  • Collaborated with data science teams to expand Phishing monitoring by developing abuse detection models, content moderation filters and additional pipelines from social media and third-party data platforms. Involved in end to end design of model workflows, input varibles and feature selection, testing, validation and monitoring trends.
  • Launched Project " Baitball" - i.e, Automated brand Query Ad Restriction models for Financial and Crypto ads across Globe, using Python and SQL scripts. Achieved a 40x increase in certified brands. Covered 8K brands globally, resulting in new certification checks for 100K+ advertisers daily with monthly ad spends of over $5Mn.
  • funfact: Baitball is a technique used by smaller fishes to save themselves from external attacks, a reference to how smaller finance and crypto brands can be saved from phishing (phi;fi )by combining them together and saving them as one.
  • Enhanced Ads Phishing identification process by redesigning preexisting decision matrix with newer abuse signals and categorization, this helped in an 45% reduction in review time, along with 10x reduction in gray area escalations.
Phishing MonitoringData Science CollaborationModel DevelopmentData AnalyticsProduct Management

Swiggy

Business Analyst - Gourmet ( New Initiatives )

Apr 2021Dec 2021 · 8 mos · Bangalore Urban, Karnataka, India · Remote

  • Worked as primary liaison for multiple stakeholders
  • ranging from product, merchandising, operations to ensure
  • growth, revenue, planning through data driven insights for
  • Gourmet category across V1 cities ( Tier 1).
  • Built business reporting and performance dashboards from scratch after analyzing product clickstream and transaction data to identify gourmet brands. Active data analysis on all the operations and marketing campaigns to generate focus areas and improvement metrics.
  • Automated weekly and monthly reports using PowerBI and SQL/Python based automations to reduce analyst bandwidth on redundant tasks. Trained MIS and operations team with basic query writing abilities to ensure quicker data availability for reporting.
  • Collaborated with merchandising teams on design and performance of Gourmet specific widgets, pages and carousels. Collaborated with Marketing team to decide the target base and performance for gourmet specific campaigns.
  • Shared performance and a/b testing analysis on Product page changes with Product and technical teams to decide better functional and performing features.
  • Designed Customer segmentation cohorts for Gourmet category, by utilizing existing 3T segmentation rules in the organization and adding additional category specific attributes. These Cohorts were useful in deciding the Target base for product, marketing and launch initiatives.
  • Key Deliveriables: Data driven Business Insights, Customer
  • Segmentation, Campaign designing, Story telling through
  • Data, Feature A/B testing, Landing page design and performance analytics, Category Product launch & monitoring.
Business ReportingData AnalysisCampaign DesignBusiness AnalysisData Analytics

American express

Marketing Analyst, Digital Data Products and Capabilities

Sep 2019Mar 2021 · 1 yr 6 mos · Gurugram, Haryana, India · On-site

  • Responsible for effectively managing digital enterprise data, serving as Data custodian/owner for adobe clickstream data and other important data entities related to Product and App performance.
  • Coordinated with Technical and business teams to understand use-cases and provide data capabilities/solutions such as Tableau dashboards,Organized DSLs and DSDLs models for quicker and enriched user reporting and analytics.
  • Responsible for providing insights & applied data models to enhance customer experience and increase their engagement with digital products like chatbot, website & mobile app.  Also responsible for gathering consumer and external experimentation data to give details on performance of initiatives launched by enterprise teams
  • Primary goal was to help Enterprise teams to streamline what data/products are more efficient and in demand for analytics , including  identifying who will use the products and the steps involved in making it available across the organization.
  • Partnering with technology teams to ingest real-time data for marketing/analytics across Amex's digital assets like website & mobile app. Improved Data quality and storage practices for Adobe data, which resulted in a decrease of 80% size reduction causing faster query executions and enabling analysis for extended periods. This also saved millions in storage space for Enterprise.
  • Launched and served as product owner of nVision, a Centralized reporting and dashboarding platform for enterprise teams to maintain all reports and analysis at one place. Actively collaborated with Technical teams on wireframe & use case design of the product focusing majorly on active feature addition and quality check.
  • My duties include data experimentation, monitoring clickstream trends, gathering consumer and external experimentation data, preparing visualisation dashboard/ reports for management and technology.
Digital Data ManagementData Quality ImprovementDashboardingData AnalyticsProduct Management

Capillary technologies

2 roles

Business Analyst | Associate - Customer Success

May 2018Aug 2019 · 1 yr 3 mos · On-site

  • Work involved in providing reporting and dashboard
  • solutions to retail clients in Middle East Asia.
  • Analyze
  • customer data to guage repeat purchase behavior, building
  • models to personalized customer targetting, ad-hoc
  • business problems solving and BAU reporting.
  • Instutionalizing data driven decision making for F&B and
  • Lifestyle clients. Advance analytics to cater business
  • problems such as retention management, loyalty designing, clustering etc.
  • Specialities: Data driven business Insights, customer
  • segmentation, CRM campaign designing, customer lifecycle, Story telling through Data.
Customer Data AnalysisReporting SolutionsCustomer SegmentationData AnalyticsConsulting

Business Analyst Intern

Jan 2018Apr 2018 · 3 mos · On-site

  • My work is in field of Data Anayltics and its various techniques for effective Customer Relationship Management (CRM) in retail markets.
Data AnalyticsCustomer Relationship Management

Winfocus private limited

Robotics Intern

May 2017Jul 2017 · 2 mos · Bengaluru, Karnataka, India

  • In this Internship, I worked on the Design, Development of a telepresence robot which had set of functions which was to be used in defense/ security monitoring.
  • My key task revolved around the Software development and DevOps of a telepresence robot, which included designing the whole architecture in collaboration with EC team and building all the function logic and server setups for the robot.
  • The main technologies used were : Python,
  • Udoo Neo, Mqtt (Message Query telemetry transport), mosquitto, nginx and other Python libraries such as Pygame etc.
Robotics DevelopmentSoftware Development

Education

Indian Institute of Information Technology Vadodara

Bachelor of Technology (BTech) — Computer Science and Engineering

Jan 2014Jan 2018

Sri Chaitanya Junior College

Intermediate — PCM

Jan 2012Jan 2014

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