Hello, I am
Pranav
Data Scientist
Technology Consultant
Writer & Creator
Bringing AI products to life
@2022 Pranav Alva
All rights reserved
Areas That Interest Me
Cracking the Code
Solving optimization puzzles for business success
Unlocking the Black Box
Decoding decisions with explainable AI
Sculpting Experiences
Elevating engagement through precision recommendations
Streamlining Success
Navigating the machine learning revolution with ML Ops
In the Blink of an Eye
Business wisdom at the speed of now
Predicting your tomorrow
Navigating business horizons with precision forecasting
Transforming Words to Worlds
Journeying with the giants of language models
Seeing Beyond Sight
Elevating your business with computer vision
@2022 Pranav Alva
All rights reserved
Problems Solved in Analogies
Optimizing Checkout in Retail: Starring the Queuing Theory Orchestra
Using queuing theory to optimize retail store front checkout configurations and staffing schedules
Process Optimization
Personalization with NBA Models: Giving your Batman their Alfred
Personalizing customer journeys with Next Best Action models to improve experience and boost engagement
CRM
Demand Planning: With the Oracle for Dummies
Solving demand planning with forecasting models and adjustable levers for scenario building
Predictive Analytics
A|B Testing: Finding your Next Top Model
Performing A/B testing to optimize decison-making in marketing, product development and user experience design
Process Optimization
MLOps for Scalable AI: The Modeling Pit Crew
Discusses the use of MLOps and its best practices for building AI solutions at scale
MLOps
Explainable AI in Complex Systems: The 2 in 1 Lego Collectable
Exploring the need, methods and challenges to building explainable AI in complex systems
Explainability in AI
@2022 Pranav Alva
All rights reserved
Technical Skills
Python
Tensorflow
R
React
HTML
Nodejs
Tableau
PowerBI
Qlikview
SQL
Pyspark
Databricks
mongoDB
Excel
Kubernetes
Docker
Airflow
GCP
AWS
Jira
Git
@2022 Pranav Alva
All rights reserved
The Story So Far
TheMathCompany
Senior Data Scientist, Innovative Strategy
New York, NY
Personalized Marketing
Customer Attributes and Usage
Customer Propensity Models
16% Increase in Customer Acquisition
Customer Experience
User DNA and Engagement History
Next Best Action Models
Over $2B in Incremental Revenue
Inventory Optimization
Historical Demand & External Factors
Time Series and Driver Analysis
Over 90% reduction in out of stock occurrences
Talent Management
Organization Structure, Policies & Interactions
Community Detection & Survival Analysis
Revised Promotion and Hiring Frameworks
Barlinq
Lead Data Scientist, Product Innovation
New York, NY
Process Automation
Labor Intensive Pour Identification
Ensemble Classification Prediction
94% accurate events tagged (from 83%)
Product Expansion
Customer Operations Data
Periodic Inventory Reporting System
Monetized Live Data Assets
Sales Call Planning
Customer Operations Data
Sales Call Planning Dashboards
28% Increase in Customer Acquisition
Open Insights
Data Scientist, Use Case Development
New York, NY
Personalized Marketing
Customer Attributes and Usage
Handset Re-contracting Propensity
Upto 31% increase in re-contracting customers
Product Expansion
Public Socio-Economic Data Pools
Web Crawling and Standardization
Spawned 3 New Revenue Streams
KPMG US
Data Scientist Intern, Compliance
New York, NY
Regulatory Compliance
FS Regulations and Existing IT Controls
Natural Language Processing and Mapping
96% Accurate Mapping of IT Controls (from 89%)
Columbia University
M.S., Data Science
New York, NY
Coursework
Exploratory Data Analysis and Visualization
Algorithms for Data Science
Applied Machine Learning
Probability and Statistics for Engineers
Statistical Inference and Modelling
Machine Learning Algorithms
Sports Analytics
Activities and societies
Teaching Assistant - Elements of Data Science
Student Athlete Tutor - Calculus; Introduction to Databases; Probability and Statistics
Subex Ltd.
Data Analyst, Advanced Analytics
Bangalore, India
Personalized Marketing
Customer Data and Call Records
Call Network Analysis & Propensity Modeling
37% increase in customer acquisition
Network Optimization
Geospatial Cell Tower Traffic Data
Traffic Forecasting and Real Time Alerting
Faster Network Resolution Speed
Mu Sigma
Decision Scientist, Business Intelligence
Bangalore, India
Business KPI Tracking
Siloed Sales and Operations Data
Unification, Forecasting and Real Time Alerting
Synergistic Performance Dialogue
Workflow Automation
Complex Artifact Updating Processes
Integrated Cross Platform Scripting
Single Click Artifact Updates
R.V. College of Engineering
B.S., Information Science Engineering
Bangalore, India
Coursework
Operations Research
Applied Mathematics
Data Mining and Warehousing
Cloud Computing
Big Data Management
Analysis and Design of Algorithms
OOP with C++
Activities and Societies
Built a “Wireless Towing System” - Untethered towing with custom IC
Public relations - National Techno Cultural Fest
Collegiate Soccer Team
@2022 Pranav Alva
All rights reserved
Pranav was an an indispensable asset to MathCo as a lead in multiple analytics consulting projects. Pranav spearheaded a web personalization project that directly contributed to generating over $2 billion in incremental revenue, marking a monumental success for our client. Another notable achievement is the store-front optimization built under his leadership that warranted a patent being filed considering its strategic importance. I am excited to see the impact he will undoubtedly make in the broader field of data science and analytics.
Navin Natarajan
Associate Principal - TheMathCompany
@2022 Pranav Alva
All rights reserved
Grab a Coffee & chat?
@2022 Pranav Alva
All rights reserved