Vamshidhar Darla

Analytics & Machine Learning Methodologies

• Developed Sentiment Analysis over a given text using Hugging Faces transfermers implemented Multi emotions Built document management, a process of recognizing required elements from the images and converting them into meaningful information to process the data as per the feed needed.
• Log Analysis - considering different parameters from the system & application log files prescribe the problem statement and predict the next possible event of the problem .Presents the list of outcomes as an output with descriptive information implemented using Python with NLP concepts.
• Evaluated Chat channel analysis and drive insights about it , summarizing the data to the business from data collection systems

Optimization & Algorithm Development

• Formulated an algorithm for yield question and answer pattern based on the user's input for each question
• invented dynamic queues for process multiple records of different sizes between 2 process in Pega
• Led the development of a Litigation predictive duration based on the historical data created via k-NN Algorithm

Statistical Modelling & Analysis(Self Learning)

• Created multivariate regression-based attribution models using ad stock analysis from digital marketing data
• Generated segmentation models using K-means Clustering for exploring new user segments
• Conceptualized and implemented a sentiment analysis tool to rate hotels based on subjective customer reviews

Key Achievements

• Initiated the Data Science driven approach to handle the business needs implemented POCs and case studies
• provided cross teams analysis and AI/ML driven solutions in the areas of performance improvements and Data reporting
• Participated and won 2nd place in Hyderabad on implementing Reinforcement learning conducted by AWS Deepracer
• Trained Product Owner over AI/ML development models and XP Project Management model
• coached teams in India and US over adopting XP model of Project management , Successfully implemented all the ceremonies
• Made available different sets of Jira dashboards and reports for all categories of the stakeholders requirements

Key Achievements

• Designed and delivered the automation of workflows of Telangana State Medical department(CHFW)
• Integrating combining different dependent systems and dynamically clearing the approvals required for the setup of an hospital or an diagnosis centers around the state
• Designed and delivered a digital processing system for global hospitals to easy the process in their eye testing camps
• Designed and delivered digitalized Grievance tracking system to Telangana CMO from a pool of physical files.
• Prepared a proposal and presented a designs to OSD (Officer on Special Duty) team closely works with CMO on centralizing the
  organ transplantation process and automated approvals
• Designed predictive analysis for the patients sight values illustrating on the screen with images forecasting current and futuristic blurriness of their vision
• Designed web based dashboards and reports to the statistics of the KCR kit distribution around the states.
• Developed dynamic dashboards using Tableau and MS BI
• Summarized by poll analysis for the government of AP and Telangana using quantitative analysis by computational techniques
  on collected data and history data

Key Achievements

• Designed and Developed auto call routing system for CBT (Cincinnati Bell Telecom) customer care unit along with integration of support systems using .net framework
• Designed programs to retire legacy tools using .net framework with increasing in performance and more features
• Designed and developed teltalk which is used for integrating two third party applications using telnet communications
• Devised and developed integration layer between telcordia A&D copper and fiber module. which save millions of dollars
• Implemented key performance improvements task while migrating ECAM(Electronic Card Account Management) to open systems retiring from Tuxedo middleware
• Developed Pro*C plug-ins , designed DB structures for Whole sale Electronic order interface(WEOI) for AT&T
• Integrated Oracle database system with multiple interface including mainframes using tuxedo