Shubham Yadav

Accomplishments

Leasable Prediction System:

• Designed and implemented large-scale data scraping pipelines to gather extensive e-commerce datasets for analysis and model training.
• Built deep learning models leveraging these datasets to classify products into distinct categories, improving organizational efficiency and product accuracy.
• Deployed and monitored machine learning solutions on AWS, ensuring scalability and optimal performance during training and inference.

Data Architecture and Analytics Dashboard :

• Built a scalable architecture to collect and store previously untracked user data, providing foundational insights into customer behavior.
• Developed a comprehensive dashboard to visualize critical metrics, enabling data-driven decision-making.

E-commerce Data Projects (Suggested and Implemented)

• Customer Lifetime Value (CLTV): Designed strategies to calculate and leverage CLTV for personalized marketing and retention efforts.
• Churn Analytics: Implemented models to identify and reduce customer churn through proactive engagement.
• Customer Segmentation: Grouped customers based on purchase behavior and demographics to enable targeted marketing.
• Recommendation Engine: Built systems to recommend products, increasing cross-sell and up-sell opportunities.
• Outcome: Enhanced customer acquisition and retention strategies, driving a 10% growth in revenue.

KPI Optimization:

• Identified, measured, and recommended improvement strategies for key performance indicators (KPIs) across multiple business areas, driving operational enhancements.

Predictive Maintenance and Asset Health Monitoring

• Solved problems related to predictive maintenance and asset health monitoring for clients like Baker Hughes and Qatar Gas using advanced deep learning techniques.
• Developed solutions on the C3.ai platform, integrating data and building enterprise-grade AI solutions for large-scale industrial applications.

Team Development

• Coached and mentored junior data scientists on data collection, mining, and model training techniques, fostering skill development and team growth.
  

• Developed predictive machine learning models to streamline underwriting processes, optimize lead segmentation, estimate loans, and forecast cash flows.
• Designed and implemented scalable, automated workflows for model development, validation, deployment, and monitoring.
• Delivered actionable, data-driven insights to stakeholders, addressing key business questions and driving strategic decisions.
• Built robust ETL pipelines to aggregate and process data from multiple sources, enabling seamless integration with analytical dashboards.
• Worked independently and collaborated cross-functionally to tackle complex challenges and deliver impactful solutions.
  

• Designed and implemented NLP and ML frameworks to automate data preprocessing, data mining, exploratory analysis, anomaly detection, visualization, classification, and predictions.
• Automated data collection from multiple sources by developing bots using frameworks like Scrapy and Selenium for web crawling and scraping.
• Contributed to innovative software research projects by applying Deep Learning and NLP techniques to design, analyze, and optimize workflows for solving real-world problems.
• Built and deployed intelligent chatbots using Google Dialogflow, enhancing user interaction and automating communication workflows.
  

• Managed data storage, mining, and cleansing to ensure accuracy and usability of datasets.
• Wrote optimized queries to retrieve data tailored to the specific requirements of various teams.
• Automated workflows by leveraging advanced Excel formulas, functions, and macros to improve efficiency.
• Designed and implemented ETL pipelines for seamless data extraction, transformation, and loading.

• Was responsible for collection and processing of data of Asia-Pacific and Africa region.
• Automated the whole Radar training procedure.
• Synthesized working strategy according to the needs of our clients.
• Processed and uploaded data on the company's web portal and database