Srivatsava Appalla Email & Phone Number

United States

Boston, Massachusetts, United States

Bangalore Urban, Karnataka, India

• Developed and implemented advanced Predictive Analytics Models for the Intellectual Property team, resulting in a 20%improvement in accuracy for forecasting patent filing trends.• Built a XGBoost based machine learning model for patent classification with 93% accuracy, increasing patent portfolio analysis speed by 30% and enabling deeper technology trend insights.• Applied advanced Natural Language Processing (NLP) techniques, including Named Entity Recognition (NER), TF-IDF and Word Embeddings, to automatically classify patents and extract key information such as inventors, keywords, concepts with 95% precision and recall.• Led a cross-functional team to implement a Patent Analytics Dashboard, improving data accessibility for business stakeholders by 40% and driving strategic decision-making• Spearheaded the migration of the patent dataset from on-premises servers to AWS Cloud platform using Amazon S3 and ECS thereby streamlining data access and analysis, and enabling real-time patent landscape monitoring.

Bengaluru, Karnataka, India

• Built an ETL pipeline to automate patent data ingestion from multiple sources (USPTO, EPO, WIPO), resulting in a 75%reduction in manual data collection time and ensuring real-time availability for analysis.• Cleaned and standardized patent data using Python and SQL, enhancing data quality by 20% and enabling accurate analysis and modeling• Demonstrated proficiency in data visualization tools such as Tableau, creating visually compelling representations of patent trends for effective communication with non-technical stakeholders.• Developed custom scripts and tools in Python for automating repetitive tasks in patent data analysis, streamlining workflows and reducing processing time by 15%.

Bengaluru, Karnataka, India

Master'S Degree, Business Analytics, 3.9

Bachelor Of Technology, Electrical, Electronics And Communications Engineering, 3.8