Lok Sundar Ganthi
Data Science & ML Consultant Strategist
Acquire, cleanse, transform, model, and interpret data—from building predictive models and machine learning pipelines, and interpreting complex results, to crafting comprehensive reports that drive strategic business decisions and contribute to advancements in the field of data science.
Data Science & ML Consultant Strategist
Acquire, cleanse, transform, model, and interpret data—from building predictive models and machine learning pipelines, and interpreting complex results, to crafting comprehensive reports that drive strategic business decisions and contribute to advancements in the field of data science.
Portfolio
A sample of my work
A sample of my work
Employee Attrition
Recommender System
Weather Data Pipeline Engineering
Hourly Bike Rental
Lok Stats PyPi
Credit Risk
Data Sci - Bot
Sentiment Analysis
Collect
Bringing expertise from a background in data science, I specialize in sourcing and gathering diverse datasets from prominent industry platforms such as AppsFlyer, Amplitude, Omniture, and prominent sources . My experience encompasses utilizing APIs, databases, and various data streams to ensure comprehensive data collection and management for analysis and insights generation.
Process
Leveraging my expertise in Masters in ML and AI and hands-on experience with Airflow, job schedulers, and Azure schedulers, I specialize in automating data workflows, including working with data lakes. This involves designing and deploying models as web services, automating pipelines, and ensuring model performance. Through meticulous automation, I facilitate efficient data-driven decision-making.
Modelling
Rooted in a robust data science background, I wield expertise in advanced statistical modelling and machine learning techniques. With certifications from Azure, IBM, and Databricks, I sculpt predictive models using regression analysis, classification, clustering, and deep learning. These models illuminate hidden patterns, guiding strategic initiatives with precision and confidence.
Interpretation
Possessing a Master's in Business Analytics specializing in Data Science, my expertise lies in interpreting model parameters and leveraging data-driven insights to inform strategic decisions. Through my experience as an analyst at Tredence, where I contributed to strategic initiatives for leading retailer Walmart, I have refined my ability to dissect complex datasets and extract actionable insights. My proficiency in data interpretation empowers organizations to make informed choices with confidence, thereby driving business growth and innovation
Automate
Leveraging my expertise in Masters in ML and AI, alongside hands-on experience with Airflow, job schedulers, and Azure schedulers, I excel in automating various aspects of data workflows. This includes designing and deploying working models as web services, automating data pipelines, and developing automated monitoring systems for model performance. By integrating automation at every stage, from model development to deployment, I ensure efficiency and reliability in data-driven decision-making processes.
About me
I'm Lok Sundar, an accomplished data scientist and analytics consultant, driven by a passion for unlocking the potential of data for organizations. From inception to impactful presentation of insights, I specialize in guiding clients through every stage of the data journey. Whether it's formulating data measurement strategies, ensuring precision in data capture, or delivering comprehensive data analysis and management, I provide tailored support to drive evidence-based decision-making and empower organizations.
I'm available for both short-term projects and part-time longer-term engagements, committed to delivering actionable results for your organization's success.