Arpan Parikh
Senior MLE @ Prudential | MSCS at Georgia Tech | Ex SWE @ ION (FinTech, Cleared Derivatives) | GSoC at Pytorch-Ignite (Distributed Machine Learning)| BITS-Pilani
- Role
- Senior Machine Learning Engineer at Prudential Financial
- Location
- Atlanta, GA, US
- LinkedIn followers
- 500 followers
About Arpan Parikh
Greetings! I\'m an enthusiastic graduate student passionate about technology and Machine Learning. As an ION Trading Software Engineer, I shaped the XTP product, managing features, reports, and regulatory checks. Leveraging Java, Maven, and Jenkins, I enhanced workflow efficiency and CI stability, while adeptly addressing complex parallel processing issues.As a Student Intern in Google Summer of Code, I contributed to Pytorch-Ignite, a Distributed Machine Learning library. I was involved in developing advanced NLP and GAN metrics with real-time updates, further strengthening my proficiency in PyTorch, Python, and Machine Learning.Collaborating with Prof. Mukesh Kumar Rohil, my bachelor\'s thesis achieved 2x faster training for an Attention-based Text Summarization Model, maintaining an excellent ROUGE Score. Guided by Prof. Vandana Agarwal, I led a pioneering Brain-Computer Interface project using Convolutional Neural Networks and Long Short-term Memory models.Looking ahead, my aspiration is to apply Machine Learning expertise to solve real-world challenges. Actively seeking roles as a Machine Learning Engineer or Data Scientist, I\'m committed to driving innovation and fresh perspectives.
Experience
Senior Machine Learning Engineer
Aug 2024 — Present · NJ, US
Designed, deployed, and optimized machine learning workflows in production, including a generative AI solution (LLM chatbots based on GPT), leveraging AWS tools like SageMaker.Built and managed ML endpoints for seamless API integration while continuously enhancing model performance.
Education
Birla Institute of Technology and Science, Pilani
Bachelor of Science - BS, Computer Science
Georgia Institute of Technology
Master of Science - MS, Machine Learning in Computer Science
Skills
- Css
- Front-End Development
- Web Development
- Distributed Systems
- C++
- System Administration
- Html
- Java
- Linux Kernel
- Django
- Python
- Html 5
- Math
- Bash
- Linux Server
- Jquery
- Game Development
- Networking
- Lisp
- C
- Programming
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