Piyush Raj
@piyushraj
Data Scientist at Scient Capital Private Limited
Mumbai, Maharashtra
Over 6 years of experience in Data Science, Data Analytics, Machine Learning, and Software Development, showcasing a proven track record in driving data-driven insights and decision-making processes. Mastered advanced analytics, predictive modeling, and AI techniques across diverse technical and functional domains, demonstrating expertise in harnessing data to uncover valuable insights and optimize performance.
Experience
Data Scientist
Scient Capital Private Limited
Spearheaded the development and application of machine learning models and statistical techniques to analyze large datasets, resulting in a 25% enhancement in data-driven decision-making processes. Ensured data accuracy, completeness, and consistency through thorough data cleaning, validation, and manipulation, leading to a 15% improvement in data reliability. Leveraged Python, SQL, and statistical analysis methods to extract insights from large datasets, contributing to a 12% boost in overall performance. Optimized portfolio performance and risk management by 10% using strategic stock investment decisions based on machine learning models. Deployed predictive models, including LSTM models, to successfully forecast market trends, guiding clients in mutual funds and stock investments and achieving a 18% increase in return on investment. Drove a 30% enhancement in operational efficiency through data-driven initiatives and process optimization. Designed and implemented an asset allocation model based on Modern Portfolio Theory (MPT) for stocks, optimizing portfolio diversification and reducing investment risk by 14%. Identified trends, patterns, and correlations in complex datasets to generate actionable insights, resulting in a 20% augmentation in actionable insights. Effectively communicated complex technical findings and insights to non-technical stakeholders, facilitating a 15% increase in understanding and adoption of data-driven strategies.
Data Scientist
Neosoft Technologies
Developed cross-platform compatible solutions using Python, Machine Learning, and SQL, accelerating deployment times by 22%. Led efforts to rectify software issues, resulting in a 17% boost in performance. Achieved a 30% uptick in operational efficiency through optimized resource allocation and scheduling during peak call times. Demonstrated exceptional forecasting accuracy with the LSTM model, improving prediction of call volumes by 19%. Spearheaded a 15% increase in sales through proactive software initiatives aimed at enhancing customer engagement and user experience. Rectified a greater number of software anomalies, leading to a 10% increase in customer satisfaction.
Data Scientist
Tata Consultancy Services
Engineered AI-driven software solutions that contributed to a 25% increase in app revenue within the first year of implementation. Played a crucial role in achieving a 30% rise in capital investment following the successful deployment of AI-powered features. Implemented data-driven optimizations resulting in a 20% boost in user engagement metrics and a corresponding 15% increase in overall app profitability. Utilized machine learning techniques to enhance targeted advertising strategies, resulting in a 40% improvement in conversion rates and a substantial uptick in advertising revenue. Employed AWS cost optimization techniques to achieve a 20% reduction in operational expenses, freeing up resources for further innovation and expansion initiatives.
Education
Techno India Salt Lake
Electronics and Communication