About me:
I am currently working as a Machine Learning Engineer at Vianai Systems Inc., where I focus on building new features for the Hila conversational AI platform. My primary interest lies in applying state-of-the-art models and research to create tools that address real-world customer challenges.
Beyond work, I enjoy exploring podcasts and documentaries on topics such as AI/ML, astrophysics, physics, mysteries, robotics, and politics. I also have a passion for creative expression through blogging and poetry—so stay tuned for more on that!
- Birthday: 28th Sept 1998
- City: Jersey City, New Jersey
- Age: 26
- Degree: MS in Mechanical Engineering
- Email ID: ranadesoham40@gmail.com
Skills
Technical expertise in AI integration and product development.
Resume
Summary
Soham Ranade
- Manhattan, New York City, NY
- ranadesoham40@gmail.com
Education
Masters of Mechanical Engineering (Robotics and Control Track)
2021 - 2022
Columbia University, NY
Key Courses: Data Structures, Neural Networks, Robot Studio, Digital Image Processing
Bachelors of Mechanical Engineering
2017 - 2021
Birla Institute of Technology and Science, Pilani
Key Courses: Kinematics and Dynamics, Robotics and Control, Finite Element Methods
Professional Experience
Machine Learning Engineer
Dec 2023 – Present
Vianai Systems Inc., New York City, NY
- Technical Product Owner leading development of Hila, a GenAI financial platform securing 6/7-figure contracts
- Implemented query disambiguation module improving accuracy by 23.2%
- Architected OAuth2 user management system for 3.5K+ concurrent users
Data Scientist
June 2022 – Dec 2023
Vianai Systems Inc., New York City, NY
- Built scalable backend services for VIANOPS platform processing 1B+ daily data rows
- Engineered data transformation pipelines using Pandas, Scikit-learn, and Spark
- Led feature development cycles as Team Lead
Area Manager
Jan 2020 – Dec 2020
Amazon, Mumbai, India
- Managed ~300 warehouse associates across shifts
- Oversaw fulfilment process and improved operational efficiency
- Built SQL queries and MACROS to streamline processes
Projects
I have had the opportunity of working at various Labs across BITS Pilani, IIT Bombay, and Columbia University. I have worked on a variety of topics including design, control, and Deep Learning. Here are some of my featured projects:
Recent Blog Posts
Sharing my thoughts, experiences, and insights on robotics, technology, and life.