“I had the pleasure of working with Tanway while at a cutting artificial intelligence startup company, and cannot say enough about him as a person and colleague. His attention to the customers needs, ability to work with multiple stakeholders internally, and technical savvy made him an invaluable resource to the sales and operations team. I often times talk about the need in industry for more engineers with business-savvy, and that is exactly what Tanmay is. ”
About
Relationship Building: As the primary technical point of contact for our sales team’s…
Contributions
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How can sensor fusion improve the decision-making of autonomous vehicles?
The precision of decision-making in autonomous vehicles is directly tied to the quality of sensor data. Sensor fusion refines this data, resulting in more precise decisions. For example, when approaching an intersection, sensor fusion allows the vehicle to accurately assess the speed and trajectory of oncoming traffic, reducing the risk of collisions. This precision not only helps in avoiding accidents but also optimizes route efficiency and improves overall driving dynamics. Moreover, sensor fusion enhances the vehicle's ability to make split-second decisions in complex scenarios. By integrating data from various sensors, the vehicle can better predict the actions of other road users, such as pedestrians and cyclists, and respond
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How can sensor fusion improve the decision-making of autonomous vehicles?
With sensor fusion, the perception of autonomous vehicles is significantly enhanced. For instance, while cameras might struggle in low-light conditions, radar and lidar can still provide valuable data. This means that even at night or in adverse weather conditions, the vehicle can 'see' its environment clearly. This comprehensive sensory input is processed by AI algorithms to understand the context, such as distinguishing between a stationary car and a pedestrian crossing the road, enabling safer and more informed decisions. Additionally, sensor fusion allows for real-time adaptability, where the system can dynamically adjust its reliance on different sensors based on current conditions.
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How can sensor fusion improve the decision-making of autonomous vehicles?
Another critical aspect of sensor fusion in autonomous vehicles is its role in enhancing redundancy and safety. By integrating data from multiple sensors, the vehicle can cross-verify information, reducing the risk of errors caused by individual sensor failures or inaccuracies. For instance, if a camera's view is obstructed, radar and lidar can provide alternative data to ensure the vehicle maintains situational awareness. This multi-layered approach significantly improves the reliability and robustness of the vehicle's decision-making processes, leading to safer and more dependable autonomous driving.
Activity
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Don't mind us, just over here riding the trolley like real Tampa Bay tourists. 🤣🛤️ Chase Cicale Jordan Webb Javier Ovalles Travis Dorman Jonathan…
Don't mind us, just over here riding the trolley like real Tampa Bay tourists. 🤣🛤️ Chase Cicale Jordan Webb Javier Ovalles Travis Dorman Jonathan…
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The EV Summit in Austin, TX was a game-changer! Industry experts and thought leaders converged at the University of Texas to tackle the toughest…
The EV Summit in Austin, TX was a game-changer! Industry experts and thought leaders converged at the University of Texas to tackle the toughest…
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Experience
Education
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University of Florida
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Important Coursework: Analytical Dynamics, Robot Geometry, Intelligent Machine Design Laboratory (IMDL), Computer Control of Machines and Processes (Mechatronics), Image Processing, Machine Intelligence, Control System Theory, Applied Control for Automation and Robotics, Computer Simulation
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Importanr Coursework: Engineering Graphics I and II, Machine Design I, II and III, Manufacturing Processes I, II and III, Engineering Metallurgy I and II, Theory of Machines, Heat Transfer
Publications
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Eye detection in profile images using morphological and color image processing
Florida Conference on Recent Advances in Robotics. Jupiter, Florida
In this paper, we developed an algorithm and a program to detect eyes in profile images, using techniques like PCA, morphological and color image processing.
Projects
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Design and Development of Autonomous Intelligent Walking Robot
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http://www.youtube.com/watch?v=Xj62uKvrMUo
Working for the course Intelligent Machine Design Lab, I developed the “Frankenstein Robot”. It is an intelligent biped robot that follows an obstacle using sonar sensors and imitates the human gait with rigid knee joint and flexible hip joints, and balances the body weight using an inverted pendulum. -
Design and Development of Robotic Welding Systems for Blow Out Preventers
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This was a robotic welding project for automatically welding flanges to the BOPs. The system consisted of a motoman robot, a headstock, a tailstock and welding torches. The robot was equipped with dot laser sensor for finding weld points. Process used was MIG welding. After completion of welding, robot would use a grinding tool to clean welded surface. An automatic tool changing station was provided with the system. Safety Fencing was installed along with interlocks for user protection.
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Design, Development and Testing of Automation System for Sprinkler System Struts Assembly
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http://www.youtube.com/watch?v=Df2W7fSpRNc
This was an assembly automation project, where a series of mechanisms were used to assemble center strut actuating rods that are a part of the fire sprinklers. In this project, we developed an automation system that uses individual feeders for each component of the sprinkler struts, and assembles them on a Rotary Table, where numerous other operations are performed. These operations include roll marking, stamping, milling, swaging and vision…http://www.youtube.com/watch?v=Df2W7fSpRNc
This was an assembly automation project, where a series of mechanisms were used to assemble center strut actuating rods that are a part of the fire sprinklers. In this project, we developed an automation system that uses individual feeders for each component of the sprinkler struts, and assembles them on a Rotary Table, where numerous other operations are performed. These operations include roll marking, stamping, milling, swaging and vision sensing. I was the sole mechanical engineer working on this project. -
Design, Development and Testing of Robotic Laser Welding System for Bone Marrow Guns
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http://www.youtube.com/watch?v=FgK5865MnGo
This system was built at Interlink Controls for CareFusion Inc, who is a manufacturer of bone marrow guns. The system involved a robotic manipulator, a YAG laser welder, feeders and various other mechanisms. The robot conducted pick-and-place operations for various parts coming out of the feeder, and were welded together by high strength laser beam. Accommodating size variation in the various product configurations was the most challenging part…http://www.youtube.com/watch?v=FgK5865MnGo
This system was built at Interlink Controls for CareFusion Inc, who is a manufacturer of bone marrow guns. The system involved a robotic manipulator, a YAG laser welder, feeders and various other mechanisms. The robot conducted pick-and-place operations for various parts coming out of the feeder, and were welded together by high strength laser beam. Accommodating size variation in the various product configurations was the most challenging part of the project. -
Dynamic Modeling and Simulation of DrawWorks Kinetic Energy Management System (KEMS),
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This simulation was built for a standardized KEMS product built by Interlink called Derrick Master. The purpose of KEMS is to provide operational safety for an oil rig, to prevent travelling block from hitting the floor or the top of the rig and to limit forces on the rope. In order to test the KEMS, I built a dynamic mathematical model to simulate the oil rig, which included DrawWorks, travelling block, GE 750HP motor, rope, electric brake, parking brake, clutch, pulleys, encoders, throttle…
This simulation was built for a standardized KEMS product built by Interlink called Derrick Master. The purpose of KEMS is to provide operational safety for an oil rig, to prevent travelling block from hitting the floor or the top of the rig and to limit forces on the rope. In order to test the KEMS, I built a dynamic mathematical model to simulate the oil rig, which included DrawWorks, travelling block, GE 750HP motor, rope, electric brake, parking brake, clutch, pulleys, encoders, throttle inputs and alarm outputs. This project was carried out in LabView.
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Real Time Tool Wear Detection using Vision Sensors
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In this project, I developed a technique for detecting wear at the corner and the edges of a carbide-insert tool. A digital microscope was used as the vision sensor. It is a very commonly used tool for a vast variety of applications in machining. The project was carried out in Matlab, and various vision sensing algorithms were used.
Honors & Awards
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College of Engineering Achievement Award
University of Florida
Languages
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English
Full professional proficiency
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Hindi
Professional working proficiency
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Marathi
Native or bilingual proficiency
Recommendations received
2 people have recommended Tanmay
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