Mani Krishna M. Email & Phone Number

Derby, England, United Kingdom

• Performed Exploratory Data Analysis and developed a machine learning model to predict train faults, alongside building forecasting models using Prophet, resulting in a 25% reduction in damage costs.
• Developed an anomaly detection model for airport baggage scanning machines by analyzing sensor and log time series data from 40 units, successfully identifying 30% of failures in the first month of production.
• Worked on a Proof of Concept for train fault prediction using high-frequency data, conducting data analysis and building an XGBoost model with a recall of 0.73, presented via a Streamlit application and deployed using.
• Implemented a Knowledge Graph for unstructured document data using GPT-3.5 Turbo, improving context-based replies by 30% and enhancing conversational accuracy and user satisfaction metrics.
• Addressed production bugs in the model and integrated feedback into the prediction model to improve overall performance.

Chennai, Tamil Nadu, India

• Collaborated with diverse teams to understand project objectives on pregnancy women’s data, utilizing SQL for data cleaning operations to optimize data quality and efficiency.
• Created a Tableau dashboard, visualizing reports with a 70% increase in data comprehensibility, aiding in recommending balanced protein-rich food for patients.
• Developed and trained an ensemble model, with 80% accuracy in a team effort and contributed to informed decision-making.
• Designed and implemented an advanced Natural Language Processing model using BERT, achieving remarkable duplicate loan applications, resulting in reducing redundancy by 30% in large datasets.
• Demonstrated adept use of AWS S3 for seamless data storage, retrieval, and processing, resulting in a substantial 25% enhancement in overall system efficiency during the detection of duplicate textual protocols.

Master Of Science - Ms, Data Science And Analytics, Merit

Bachelor Of Technology - Btech, Computer Science And Engineering, 8.16