Aruna A S Email & Phone Number

Bengaluru, Karnataka, India

At Nference Labs, I spearhead the development of high-performance software solutions for electrophysiology (EP) labs, focusing on cardiac arrhythmias. My role encompasses:Creating High-Performance Code: Collaborated with clinical teams to deliver high-performance, reliable code with rigorous unit testing.Optimizing System Architecture: Integrated new solutions into existing systems, continually enhancing pipeline performance.Real-Time Data Acquisition: Utilized DAQ systems (MCC, NI) and RabbitMQ for real-time data acquisition and processing.Resolving Performance Bottlenecks: Identified and mitigated performance issues, achieving a 97% improvement by converting critical functions to C++.Enhancing User Experience: Improved real-time data rendering for better user experience and decision-making.Ensuring Regulatory Compliance: Developed FDA-compliant documentation and worked with regulatory teams to secure FDA approval.

Bengaluru, Karnataka, India

At AmberTAG, I developed advanced data science solutions to address mental health diagnostics and enhance hospital management processes.Key Responsibilities:Emotion Recognition System: Designed and implemented a CNN-based model for emotion detection with 97% accuracy, utilizing OpenCV for image preprocessing and feature extraction. Integrated this model into a real-time processing pipeline to automate emotion classification.Power BI Dashboard: Created a comprehensive Power BI dashboard for hospital management, integrating diverse data sources to provide actionable insights into patient flow, resource allocation, and financial performance. This tool supported strategic decision-making by presenting real-time data in a user-friendly format.

Bangalore Urban, Karnataka, India

Project: Cancer Classification from Genomic DataLed the development and application of advanced machine learning techniques to enhance the accuracy of cancer classification from genomic data. Utilized cutting-edge algorithms to process and analyze large datasets, significantly improving diagnostic precision.Conducted comprehensive experiments to validate innovative approaches for cancer detection, including the integration of various genomic data sources to develop a robust classification framework.Designed and implemented high-performance algorithms tailored for genomic data analysis. Focused on optimizing computational efficiency and accuracy through rigorous testing and refinement.Collaborated closely with interdisciplinary research teams to ensure effective integration of experimental results and theoretical models. Coordinated efforts to align research objectives with project goals and improve overall methodology.Developed and documented detailed research protocols and methodologies, ensuring reproducibility and transparency of results. Prepared technical reports and research papers for peer-reviewed journals and internal reviews.Presented research findings at international conferences, showcasing the impact of the developed techniques on cancer classification and detection. Engaged with the scientific community to share insights and gather feedback for future research directions.Utilized various data analysis tools and software, including Python and R, to perform statistical analysis, visualize results, and interpret complex genomic data.Contributed to the advancement of knowledge in cancer genomics by developing novel approaches and techniques that have potential applications in clinical diagnostics and personalized medicine.

Bengaluru, Karnataka, India

• Write code to collect, crunch and analyze data from various internal and external sources.• Built machine and tune learning models using Python and R.• Created linkages between various data within our business intelligence software to enable predictive modelling and trend analysis

Bengaluru, Karnataka, India

• Develop test cases and prioritize testing activities.• Execute all the test case and report defects. • Define severity and priority for each defect.

Hosur, Tamil Nadu, India

• Maintain Data system for new comers. • Act as the liaison between HR Manager and Employees, ensuring smooth communication and prompt resolution of all queries. • Conduct reports about Employee’s performance

Master Of Technology - Mtech, Data Science, 9.4 Cgpa

Bachelor Of Technology - Btech, Computer Science, 6.30 Cgpa