Kartik Singh
@kartiksingh
Data Scientist at TradeIndia
Greater Noida, U.P.
Kartik Singh is a skilled Data Scientist with a robust background in technical and strategic roles across the entire data lifecycle. He excels in deploying machine learning models, designing performance dashboards, and refining business strategies to foster growth. His experience at organizations like TradeIndia and OYO demonstrates a consistent ability to leverage data for enhanced customer experiences and operational efficiency.
Experience
Data Scientist
TradeIndia
Engineered and deployed sophisticated machine learning models tailored for churn prediction, sale lead conversion, meeting optimization, and inquiry relevancy. Extensively utilized Generative AI APIs (such as ChatGPT, Gemini, Synthesia) and modern frameworks like LangChain and LlamaIndex to automate manual processes and boosting SEO. Enhanced search functionalities and inquiry relevancy by implementing vector embeddings and language models. Crafted a suite of interactive Tableau dashboards to monitor diverse business dimensions. Authored comprehensive ETL scripts utilizing SQL, Python, Pandas, Numpy, pySparks. Employed Google Cloud services, AWS, and Azure for model deployment and workflow automation. Conducted in-depth analyses of critical business metrics. Employed a structured approach to project management and version control using Git and DVC. Systematically documented critical projects and databases.
Data Engineer
Universal Adventures
Spearheaded the development and implementation of a comprehensive data analytics framework to analyze customer behavior, travel patterns, and booking trends. Designed and executed sophisticated data models using Python and SQL. Collaborated closely with cross-functional teams to provide actionable insights. Employed advanced machine learning algorithms to predict travel trends and customer preferences with an accuracy of over 85%. Pioneered the adoption of Power BI to create dynamic dashboards and reports. Contributed to the company’s knowledge base by documenting analytical methodologies.
Ops Associate as Data Analyst
OYO
Oversaw operations for 1,358 properties, coordinating with 300+ GMs and 700+ HMs across India. Engineered data-driven interventions by identifying underperforming properties, elevating NPS by 15.6%. Designed, instituted, and automated 20+ performance trackers using SQL, Google Sheets, and Python. Spearheaded the development of the HM reporting app. Pioneered an incentive model for HMs using granular data analytics. Tackled 'Check-In Denied' inefficiencies, reducing CID rates from 0.9% to 0.1%.
Education
Greater Noida Institute of Technology
Bachelor's
Computer Science
Awards: Inter-College Photography Competition Winner, 2015; Inter-college CS 1.6 Competition winner