Akash Murali

Experience

• 

  Airports Authority of India

  Mar 2019 - Apr 2019

  Intern
• 

  Tata Elxsi

  Nov 2019 - Jul 2023

  Machine Learning Engineer

  • Collaborated on the implementation of a AI-based railway inspection using CNNs. This system accurately identifies defects, such as cracks and other loose components with over 90% accuracy, boosting safety and maintenance efficiency.• Designed an AI solution to measure the distance between adjacent railway tracks at regular intervals, alerting authorities when distances exceeded thresholds & reducing track maintenance costs. • Engineered an AI algorithm that reflects the latest industry trends by analyzing real-time seat vacancy status in metro rails with 90% accuracy, resulting in a 15% reduction in passenger wait times by efficiently guiding passengers to available seating.• Facilitated knowledge transfer by training & mentoring a team of ten new engineers on the intricacies of neural networks, resulting in a 30% increase in their understanding & implementation of back-propagation algorithms.• Optimized the AI system for concealed weapon detection in transit environments, emphasizing performance tuning to reduce false positives by 80% and improve detection rates by 15%. Show less

• 

  Axoft

  Feb 2025 - now

  Software Engineering intern

  - working with cutting edge ultra-soft probe to decode neural activity.