# Innovated a deep learning-based recommendation engine , outperforming traditional collaborative filtering based recommender by improving music recommendation accuracy by 8%.# Used Tableau to identify a correlation between users' music preferences and time of day, delivering valuable insights to TDC's product team.# Earned a full-time position at TDC for exceptional performance and contributions beyond the thesis requirements.

# Developed a Sales Management Dashboard in Power BI, streamlining manual Excel reporting to a weekly, automated process, enhancing decision-making and operational efficiency by 400% for C-level and sales teams.# Received a full-time offer in the product management team upon completing my master's, thanks to a manager's endorsement recognizing my impactful contributions .

# Optimized promotional spending for 5 major oncology brands across 27 channels by developing non linear Marketing Mix Models, achieving $2M in savings for a major US pharma company.# Was a Key contributor in migrating a top US pharma's data warehouse to the cloud , understanding and applying complex business rules from existing codes, reducing ETL and reporting time from 3 days to under 24 hours, a 75% increase in efficiency.# Quickly progressed from Analyst to Associate and then to… Show more # Optimized promotional spending for 5 major oncology brands across 27 channels by developing non linear Marketing Mix Models, achieving $2M in savings for a major US pharma company.# Was a Key contributor in migrating a top US pharma's data warehouse to the cloud , understanding and applying complex business rules from existing codes, reducing ETL and reporting time from 3 days to under 24 hours, a 75% increase in efficiency.# Quickly progressed from Analyst to Associate and then to Senior Associate within two years at Axtria , recognized for extreme ownership, with key contributions that significantly enhanced team efficiency and project delivery. Show less