Guruprasad Krishnamurthy
Automation solutions architect, Autonomous Vehicle Dev at Ati Motors
- Role
- Senior Researcher at Ati Motors
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Guruprasad Krishnamurthy
Hands-on technology professional with expertise in product development, solutions architecting, building and mentoring engineering teams, while continuing to architect/design and develop prototype code- Autonomous vehicle engineering (SLAM using lidar, sensor fusion using EKF and other filtering techniques); hands on experience with Velodyne VLP16, Quanergy M8 and IMUs; data capture - Image understanding in 2D/3D(LiDAR imagery) using a variety of tools and techniques - OpenCV, PointCloud Library PCL, Python in Scikit, Turi/Dato environment - Skilled in Machine learning - applied SVM, clustering and regression techniques for better image understanding; use of AWS AMI and GPU instances for ML - AWS (cloud) hosting of N tier architectures, cost trade-offs in on-demand and spot instances, use of S3/EFS/EBS/IAM and deployment automation using YAML Ansible and Rundeck- Large scale distributed systems development in multiple domains - consumer retail, telecom VAS, internet advertising, using contemporary platforms and SQ/NoSQL databases. Hands on development on Django/REST framework and Java/J2EE - Innovative solutions - product of the year award in 2011 for voice/text search (mSearch) in India Mobile VAS, using voice and text search platforms - Product evangelist, technical pre-sales, RFP response and defense with leading telecom operators in Europe, China and Africa; deploying mobile VAS services in US, UK and all the leading Indian operators - Primary responsibility in securing $ 5 MM USD in 3rd round funding from Motorola for July Systems - Excellent communication skills, conducted week long workshops on products and technology in Beijing and Taiwan - Continuous learning on Coursera – completed a year long online Machine/Statistical learning; hands on Python coding and evaluating use of Machine/ Statistical Learning techniques using the Dato platform.
Experience
Senior Researcher
Oct 2017 — Present · Bengaluru, IN
Education
Indian Institute of Management Bangalore
EXEC MBA, Business Administration and Management, General
2010 — 2011
Indian Institute of Science (IISc)
MS, EE
1983 — 1985
Skills
- Product Management
- Distributed Systems
- Telecommunications
- Value-Added Services (Vas)
- Cloud Computing
- Product Development
- Mobile Devices
- Deployment
- Mobile
- Integration
- Saas
- Statistical Learning
- Solution Architecture
- Architecture
- Business Development
- Pre-Sales
- Vas
- Linux
- Mobile Technology
- Architectures
- System Deployment
- Software as a Service (Saas)
- Vendor Management
- Agile Methodologies
- Wireless
- Mobile Applications
- Software Project Management
- Service Delivery
- Unix
- Software Development
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