Nilakshi Garg Email & Phone Number

Bengaluru, Ka, In

Mountain View, California, United States

New York City Metropolitan Area

Key Responsibilities:1. Managing complex data sets and extracting insights utilized in making important business decisions2. Engineering data solutions to deliver key metrics to customers through dashboards3. Deploying and monitoring machine learning models on the wearables and the analytics platform

New York City Metropolitan Area

Key Projects:1. Developed a forecasting model in Python to estimate business metrics for a portfolio of SaaS and E-commerce companies using machine learning models with an accuracy of 80%2. Implemented a NLP program in Python to gauge audience interest in video games based on gamer interactions on social media3. Built a system to perform cohort analysis for saas platforms using page source data stored in AWS determining customer retention with an accuracy of 90%4. Synthesized findings from large datasets to create competitive analyses and benchmarking reports that informed clients on marketing campaigns, customer experiences, and emerging technological trends5. Wrote web crawlers in python to scrape 100K+ webpages and related JSON APIs to build insights on product journey

New York City Metropolitan Area

Key Projects:1. Built a credit scoring model in Python to automate the pre-approval process and make it cost effective using gradient boosted decision trees 2. Analyzed the lending trends in each Borough to understand the market and strategize Business Development of Minority/Women Owned Business using Tableau and SQL3. Built an app in Salesforce to monitor and facilitate the loan origination process by creating a workflow to manage the process and convert potential loan applicant leads

New York City Metropolitan Area

Key Projects:1. Collaborated with a team of five to deliver an interactive app for underwriters that predicts creditworthiness of small and medium business loans by analyzing not only financial information such as submitted tax information but also geolocation, demographic profile, and other parameters. It is expected to reduce the percentage of unrecoverable debt by 10%.2. Developed a 17% more effective credit rating score by using principles of advanced data analytics and prediction modeling. Usually these risks are based on internal portfolio data, however, this innovative model pulls in proprietary external risk factors based on employment growth, median income, population density, etc. to improve its effectiveness. The final product used programming skills in R and Python to create a visual interface for users.

Doha, Qatar

Key Porjects:1. Created new KPI (Key Performance Indicator) dashboards for Qatar Gas refinery using skills in electronic control communication and visual programming. These practical dashboards were used by senior engineers to make decisions on day to day operations.2. Upgraded Process and Instrumentation diagrams for client to capture a vast set of real time information from the sensors and render the information in real time graphics. Used instrumentation engineering, programming, and knowledge of ISO standards to deliver.

Master’S Degree, Operations Research

Bachelor Of Technology (B.Tech.), Instrumentation Technology

Activities and Societies: MindSpark Organising Team, Cultural Festival Organising Team, Instrumentation and Control Student Association.

High School Certificate, Science