Ikpreet Singh Email & Phone Number

Navi Mumbai, MH, IN

Pune, Maharashtra, India

• Worked on developing a python package and productizing it in to the company's product that performs time series forecasting using LightGBM
• Used techniques like hyperparameter optimization, model mixing and feature selection to increase accuracy of forecasts for clients
• Experience with tools like MLflow and Tensorboard to perform and track experiments
• Built end-to-end data ETL pipelines in Databricks using PySpark for ingesting, transforming and presenting data that provide valuable business insights.
• Used SQL queries to query and transform data, using concepts like aggregates, joins, window functions and sub-queries to achieve the results
• Worked on developing REST APIs in Flask to develop a data ingestion pipeline and a rule-based data segmentation engine for the company's product.

Mumbai, Maharashtra, India

• Wrote complex SQL queries using window functions, aggregations, subqueries etc to fetch data and build Tableau dashboards
• Wrote python scripts to automate repetitive processes like updating google sheets from a database
• Made a Apache Airflow task that liquidates excess inventory from warehouses with excess to the warehouses where there is a deficit, based on various parameters like distance, cost, etc
• Did ad-hoc analyses in Excel to find the cause of issues like lost orders

Mumbai

• Built an optimized waypoint-based navigation system for AI vehicles in an open-world environment
• Worked closely with the 3D modelers to implement new vehicles in the simulation
• Implemented various defensive-driving situations in the simulator
• Worked on airport ground-staff training projects
• Implemented a virtual joystick in AR environment for an airport high-loader

• Worked on the in-game language translation system to serve the game in 4 different languages
• Built inter-screen animations for all menu screens
• Implemented a daily reward system that synchronizes with the server back-end
• Worked on several features that involve communicating with the server through APIs
• Worked on a carrom board game implementing camera movement and mechanisms for automatic scaling of the board for different screen resolutions

Pgp In Applied Ai, Deep Learning And Machine Learning

Bachelor Of Engineering - Be, Information Technology

Hsc, Computer Science

Ssc