Kavish Gandhi — Software Engineer
I'm an AI enthusiast with a range of software development experience, passionate about building impactful solutions that solve real-world problems. Currently, I am working on AWS Neuron SDK optimizing distributed ML training and inferencing Here are some highlights of my journey: - Building AI for accessibility: I'm on a mission to make information more accessible to everyone. Prior to Amazon, I developed CV algorithms to help visually impaired individuals understand and interact with graphs. - Optimizing performance: I'm driven by efficiency and performance. At amazon, I optimized routing between pages/view on the Alexa App (improvement of ~10ms). At MediaTek, I contributed to optimizing source code which led to a 50% speed improvement for ONNXRuntime tasks on their SoCs. At Merkle, my PySpark report generation application slashed ~9 hours of manual work and manpower required (from 4 to 1), thereby saving 75% of time and efforts - Leading and collaborating: I thrive in both individual and collaborative environments. While at Ugam, I led a team in developing an ML model that achieved 69% accuracy in multi-class binary label classification - a significant improvement over previous models. - A passion for learning: I'm always seeking new challenges and opportunities to learn. In my personal projects, I've explored NLP applications like generating code descriptions and developing creative ML project ideas. Connect with me if you're interested in: - AI and its applications across various domains - Full-stack development and building robust software - Optimizing performance and achieving efficiency - Collaborating on impactful projects and solving real-world problems Let's chat! P.S. I'm passionate about sharing my knowledge and experiences. Feel free to reach out if you have any questions or are interested in learning more about my work.
Stackforce AI infers this person is a skilled AI/ML engineer with a focus on performance optimization and accessibility solutions.
Location: Greater Toronto Area, Canada
Experience: 5 yrs 3 mos
Skills
- Machine Learning
- Distributed Training
- Software Development
- Api Development
- Computer Vision
- Research
- Edge Ai
- Project Management
Career Highlights
- Optimized performance for Alexa App routing.
- Developed CV algorithms for accessibility.
- Led team to improve ML model accuracy.
Work Experience
Amazon Web Services (AWS)
Software Engineer II - AI/ML (6 mos)
Software Engineer I - AI/ML (1 yr 6 mos)
Amazon
Software Engineer (9 mos)
Georgia Institute of Technology
Research Assistant (6 mos)
MediaTek
Edge AI (3 mos)
Ugam
Research Analyst (R&D Team) (2 yrs 1 mo)
Education
Masters at Georgia Institute of Technology
Bachelor of Technology - BTech at Veermata Jijabai Technological Institute (VJTI)
Junior College at Shri Vile Parle Kelvani Mandals Mithibai College of Science
School at Dr. S. Radhakrishnan Vidyalaya
