Rajesh Baliram Singh

About Rajesh Baliram Singh

Welcome to my LinkedIn profile! I am a seasoned Principal Machine Learning Engineer with over two decades of experience as a senior design engineer and a PhD in Machine Learning. My expertise lies in developing cutting-edge applications incorporating neural networks, data algorithms, and advanced robotics.I am a Senior Electrical Design Engineer at Motorola Solutions, a leading provider of high-availability communications platforms for public safety and institutional clients. During my career, I have managed the architecture and development of cutting-edge circuitry for a broad portfolio of advanced communications technologies. I am an innovator who has been named on three Motorola patents. I\'ve effectively managed matrixed teams, projects, and cross-vertical integrations between hardware, software, user interfaces, and functionality.I have successfully integrated machine learning models into production environments throughout my career, ensuring seamless operation and scalability. My extensive academic training and research in complex algorithms, data structures, deep learning, natural language processing, and reinforcement learning have equipped me with the skills to push the boundaries of what is possible with large language models (LLMs).Here are a few highlights of my work:• Developed algorithms with 98.61% positive accuracy, surpassing current methods by 38.61%• Built convolutional neural networks and random forest methods to filter ambient noise false positives• Architected and implemented facial recognition algorithms with high recognition accuracy using MATLAB• Programmed a robotic arm in MATLAB to translate equations to actions, including automatic error compensation• Data mined and correlated data sets using machine learning algorithms on the WEKA platform• Reconstructed radio data signals using compressive sensing and sparse modeling in MATLAB• Designed and developed a prototype map routing optimization application using MATLAB and public data setsI am passionate about leading and collaborating with senior technical and engineering leaders to define technology roadmaps and spearhead software development initiatives. I aim to use my machine learning expertise to enhance core business functions and mentor senior engineers in creating innovative systems.I am always open to new opportunities and collaborations. Let\'s connect and explore how we can collaborate to drive innovation and achieve remarkable results. Looking forward to connecting with you!

Experience

1. Senior Design Engineer Radio Frequency Platforms

   Motorola Solutions

   Jul 2000 — Present · Plantation, FL, US

   As the Senior Design Engineer for Radio Frequency Platforms at Motorola Solutions, Inc. since I have managed the architecture and development of cutting-edge circuitry for a diverse range of advanced communications technologies. This includes seven generations of PCBs for the APX APX Next, and XTX radios. I developed custom LabVIEW applications and conducted simulations using Cadence, ADS, and Momentum, significantly improving product quality and efficiency.I spearheaded the integration of machine learning algorithms to optimize system performance and predictive maintenance. Utilizing advanced data analytics, I identified patterns and anomalies that enhanced diagnostic capabilities and reduced downtime. I ensured these algorithms\' successful implementation and validation in real-world scenarios.My active participation in design reviews, delivering presentations, and providing status updates played an integral role in shaping the product vision. I drove post-review change management processes and led collaboration with global hardware and software teams in Israel, Malaysia, and China. By harmonizing hardware components with new C++ software firmware.I facilitated knowledge transfer and shared best practices across different teams, accelerating the product development cycle and leading to successful project completions. I translated schematics into manufacturable designs, traveling to global plants to troubleshoot production issues and resolve VCO synthesizer architecture problems. My efforts led to significant impprovements in reliability and efficiency of the manufacturing process.As a mentor and manager, I have guided junior engineers and interns, fostering their professional growth through hands-on coaching and developing technical competencies. Recognized as a technical innovator, I am proud to have been named as a contributor on three application patents.

Education

• University of South Florida

  Master of Science - MS, Electrical Engineering, Concentration in RF and Microwave Circuits

• Florida Atlantic University

  Doctor of Philosophy - PhD, Machine Learning

  2022

• University of the West Indies, St. Augustine Campus

  Bachelor's Degree, Electrical and Computer Engineering, Concentration in Control Systems

Skills

• Rf
• Electronics
• Analog
• Wireless
• Cadence
• Schematic Capture
• Pcb Design
• Ni Labview
• Frequency Synthesizers
• Vco Design
• Rfi Counter Measures
• Emi Counter Measures
• Electrical Engineering
• Hardware Architecture
• Matlab
• Rf Design
• Control Systems Design
• Keysight Momentum
• Keysight Ads
• Mathcad
• Mathematica
• Hpvee
• Methanol Operator Technician
• Distillation Columns
• Steam Turbines
• Python
• Plc Programming
• Programming
• Product Development
• Embedded Systems
• Firmware
• Latex Typesetting
• Publications
• Technical Documentation
• Technical Presentations
• Technical Analysis
• Adobe Design Programs
• Algorithms
• Electrical Troubleshooting
• Rf Troubleshooting