Sidharth Pradeep

Led the Hockey Inter-IIT team, fostering teamwork and discipline to secure a top-5 finish among 23 participating IITs in 2024 • Executed 50+ training sessions over 4 months, enhancing performance in coordination and individual player efficiency • Collaborated with 2 hockey coaches and a 16-member team to improve field goal conversion and minimize field mistakes

Empowered a non-profit organization to improve the operation workflows and decision-making based on machine learning models • Achieved up to 15% accuracy improvements by deploying ML models including Logistic Regression and SVM • Reduced dimensionality by 30% using PCA, decreased preprocessing time by 40% through ETL workflows with Python • Fine-tuned Random Forest and RNN model using Random Search and the Optuna to improve accuracy by 15%

Executed strategic solutions to enhance the company’s performance through analytics and construction technology interactions • Decreased on-site errors by 12% through the deployment of augmented reality using Gamma AR, integrated with BIM • Analyzed global markets, identifying growth opportunities and evaluating the financial feasibility of a $50M expansion • Developed 15+ Power BI dashboards for financial metrics, empowering data-driven decisions to address inefficiencies • Reduced the time required for stakeholders to access performance metrics by 65% and improved the efficiency

Conducted comprehensive data gathering and cleansing procedures, ensuring the accuracy and reliability of datasets used for analysis. Employed statistical techniques and data mining methodologies to extract meaningful insights from complex datasets, aiding decision-making processes. Utilized data visualization tools such as Tableau and Power BI to create insightful dashboards and reports, effectively communicating findings to stakeholders. Contributed to the development of predictive models, enhancing forecasting accuracy and optimizing resource allocation strategies. Actively participated in team meetings and discussions, offering valuable insights and suggestions to optimize analytical processes and drive business outcomes.

Devised project planning and execution and pitched 4 projects to stakeholders under the guidance of Ar.Gautam Venkatesh • Reduced average design iterations required for optimal plans by 60% by generating proximity matrices and user analysis • Improved construction efficiency by 40% through effective resource allocation and leveling using software like MS Project

Led a team of 11 Associate Design Team members to ensure the smooth functioning and proper flow of content of the fest. Publicized the fest on various social media handles using multiple web posters and videos to ensure the visibility of the fest. Worked with the Core Organizing team and Design & Media Team to discuss on the Design Strategies and Theme for Kshitij 2021

Accountable for the smooth operation, progress, publicity and development of Nehru Hall of Residence. Worked for the overall conduction and of InterHall Sports,IIT Kharagpur in the academic year 2021-22