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Smit Malik
Senior Pricing Analyst @Takeda
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WORK HISTORY
Senior Pricing Analyst @Takeda
Chicago, IL, US
Via Populus Group• Continuously optimize model-recommended pricing strategies by analyzing real-time performance trends, ensuring alignment with business objectives and regional market dynamics.• Lead Pricing Analytics and Operational Reporting by developing automated, reusable code and dynamic Excel-based tools—cutting manual effort by 50% and enabling faster, data-driven decision-making across 240+ donation centers.• Support weekly A/B test reporting to evaluate pricing changes and their impact on donor behavior, contributing to iterative improvements in strategy.• Standardize ad hoc data requests from business leads by building scalable query templates and reusable analytics frameworks, significantly enhancing turnaround time and consistency.
EDUCATION
University of Illinois Urbana-Champaign
Master of Science - MS, Information Science, Data Science
University of Mumbai
Bachelor of Engineering - BE, Electronics
ABOUT SMIT MALIK
As a versatile data scientist, I thrive at the intersection of data and innovation, continuously seeking opportunities to leverage advanced analytics for impactful solutions. From integrating autoencoders for dimensionality reduction to pioneering the integration of neural networks with IoT devices, I\'ve spearheaded diverse projects that showcase the breadth of my expertise.With a background in business intelligence, machine learning, and product analytics, I\'ve honed my skills in transforming complex datasets into actionable strategies. Whether it\'s predicting crop yields or optimizing customer conversion rates, I\'ve applied machine learning and AI techniques to drive tangible results across multiple domains.My proficiency spans a wide array of programming languages and tools, including Python, R, SQL, TensorFlow, Keras, and Scikit-learn. I excel in exploratory data analysis, mathematical modelling, and regression analysis, uncovering insights that inform strategic decisions.With experience in customer segmentation, A/B testing, and acquisition modelling, I\'m adept at tailoring AI solutions to meet diverse business needs. I thrive in cross-functional environments, collaborating with teams to develop innovative solutions that drive positive change.I\'m passionate about leveraging data to unlock new opportunities and drive innovation, and I\'m excited to explore how we can apply AI to diverse applications to create meaningful impact.Skills:Programming | Python • R • PostgreSQL • C/C++ • ScalaMachine Learning | Linear Models • Bayesian Analysis • PyMC Marketing • Tree-Based Models • Ensemble Models • KMeans • DBSCAN • GMM • PCA Deep Learning | DNN • CNN • RNN • Time Series • Image Processing • NLP • Data CompressionTools & Frameworks | TensorFlow • Keras • Scikit-learn • Numpy • Pandas • SciPy • PySpark, PyTorch. Exploratory Data Analysis | Mathematical Modeling | Regression Analysis | Time Series Analysis | Acquisition Model | Customer Segmentation & Targeting | A/B Testing | Media Mixed ModelingVisualization Tools | Matplotlib • Seaborn • Plotly • Tableau • PowerBI • Periscope • BokehDeployment Tools | Docker • Databricks
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