Rana Prataph Singh

Associate Partner

Gurgaon, Haryana, India17 yrs 10 mos experience

AI EnabledAI ML Practitioner

Key Highlights

17+ years in AI and Data Science leadership
Expert in Generative AI and MLOps
Proven track record in customer-centric AI applications

Stackforce AI infers this person is a Data Science and AI leader in the SaaS industry.

Contact

ranaprataphsingh@gmail.com LinkedIn

Skills

Core Skills

Data ScienceProduct Management

Other Skills

Enterprise DataData MiningMachine LearningBusiness Growth StrategiesBrand AwarenessData GovernanceOpen-Source SoftwareReinforcement LearningSoftware as a Service (SaaS)Contract ManagementCross-functional Team LeadershipProduct StrategyUse CasesCritical ThinkingVendor Management

About

AI & Data Science leader with 17+ years of experience designing and scaling enterprise AI platforms that deliver measurable business impact. I specialize in building GenAI and Agentic AI systems that transform how organizations engage customers, automate decisions, and unlock data-driven growth. My work focuses on developing customer-centric AI applications, including: • Autonomous AI agents powering next-generation customer service and intelligent workflows • RAG-powered analytics platforms enabling hyper-personalized marketing and campaign intelligence I thrive at the intersection of AI strategy, productization, and scalable MLOps, bringing models from experimentation to production in high-impact environments. I enjoy partnering with cross-functional teams to turn complex data into competitive advantage and real business outcomes. Passionate about AI-first transformation, mentoring high-performing teams, and shaping the future of intelligent, autonomous enterprises.

Experience

17 yrs 10 mos

Total Experience

2 yrs 1 mo

Average Tenure

10 mos

Current Experience

Ltm

Associate Principal

Jul 2025 – Present · 10 mos

Confidential

Artificial Intelligence Consultant

Nov 2024 – Jun 2025 · 7 mos

Group bayport

Head of Analytics & Martech

Jun 2023 – Oct 2024 · 1 yr 4 mos · Gurugram, Haryana, India

Enterprise DataData MiningProduct ManagementMachine LearningBusiness Growth StrategiesBrand Awareness+64

Tata consultancy services

2 roles

Senior Manager

Mar 2021 – Aug 2023 · 2 yrs 5 mos

Enterprise DataCustomer EngagementProduct ManagementBusiness Growth StrategiesBrand AwarenessData Governance+53

Delivery Manager

Oct 2017 – Mar 2021 · 3 yrs 5 mos

Enterprise DataCustomer EngagementProduct ManagementData GovernanceOpen-Source SoftwareReinforcement Learning+46

Paytm

Manager Analytics

Aug 2014 – Oct 2017 · 3 yrs 2 mos · NCR - National Capital Region

Account Management,Team Handling & New Business initiatives
Developed Product Recommendation Engine for telecom operators
Designed & Executed Loyalty programs
Developed Churn Prediction & Retention Model
Worked on Adhoc business problems and solved using data

Enterprise DataCustomer EngagementProduct ManagementBusiness Growth StrategiesBrand AwarenessData Governance+48

Absolutdata analytics

Consultant

Aug 2013 – Aug 2014 · 1 yr · NCR - National Capital Region

Data Analytics & Web Analytics

Enterprise DataCustomer EngagementProduct ManagementBusiness Growth StrategiesBrand AwarenessData Governance+44

Times internet

Manager -Analytics

Nov 2010 – Aug 2013 · 2 yrs 9 mos · Gurgaon, India

Domain – Retail
Retail Analytics & Campaign management:
Customers Profiling & Scoring
Developed Cross-selling
Predication
Customer Segmentation (Demographic & Transactional)
Working on Web Analytics:
Content Analytics (Traffic Source)
Conversion Analytics (Traffic Source)
Design, develop and support dashboards and reports
Process automation for optimizing report generation and analysis
Business Analysis and Business Intelligence
Technique Used:
1.C5.0 & CART Techniques – For Customer Segmentation
2.RFM & C5.0– Customer Profiling & Scoring
3.GRI & C5.0 – Product Association & Customer Segmentation
1. IBM (Gurgaon)
Dec,2009–; Domain : Finance & Accounting
.
Responsibilities –
1.segment the customers and identify the attributes for cash collection
2. Developed Collection strategies
3.Identified Defaulted customers
4.Bad Dept (activity to estimate / forecast the quantum of current Account Receivables / Outstanding that is unlikely to be paid)
5.Writeoff Amount
5.deveoped KPI and CPI and Generate Regular reports
6.Ad Hoc Analysis
7. Analysis to reduce Daily sales outstanding and Roll Rates.
Using Segmentation Technique to Segment customer Based on Demographic and Payment Patterns
Direct interaction with clients to understand the business.
2.SPSS South Asia April,08 to November,09
Project Consulted
Domain : Banking
Client : Punjab national Bank
Project Description : Statistical analysis & Data mining analysis for detecting
Risk analysis.
Tool Used: : SPSS Modeler, Excel & MySQL
Responsibilities :
Performed different graphical options to explorer the data.
After performing bar & web graph, details information extracted from the data.

Product ManagementBrand AwarenessData GovernanceSoftware as a Service (SaaS)Cross-functional Team LeadershipProduct Strategy+20

Ibm

Lead Research Analyst

Dec 2009 – Dec 2010 · 1 yr

Experience in the field of data analysis with the help of different Statistical and Data mining technique.
Interacted with Clients of various sectors to understand their requirements and worked with their data to perform different types of analysis using statistical & data mining modeling.
Modeling includes segmentation, clustering, association & time series forecasting. An excellent planner and strategist with proven abilities in accelerating growth and generating customer loyalty levels. Holds the distinction of Data preparation for analysis and data mining, Presentation given to Clients with the results to satisfy.

Software as a Service (SaaS)Business ReportingKey MetricsProduct ServiceCommunicationTeamwork+6