.png){kind=logo}
NG
Nishchal Gante
Mid-level Data Scientist specializing in MLOps and Generative AI
Illinois, ILData Scientist4 years experienceMid-LevelFinancial ServicesTechnologySaaS
ScreenedIdentity Verified
Connect with Nishchal
Nishchal already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Robotics software/ML engineer who built perception and navigation-related ML systems for autonomous supermarket carts, including object detection, shelf recognition, and obstacle avoidance. Strong ROS/ROS2 practitioner who optimized real-time performance (reported 50% latency reduction) and deployed containerized ROS/ML pipelines at scale using Docker, Kubernetes, and CI/CD.
Experience
Data ScientistBNY
Data ScientistVivma Software Inc
Education
Illinois Institute of Technologymaster, Data Science (2025)
CMR Institute of Technologybachelor, Information Science and Engineering (2022)
Key Strengths
- Built core ML systems for autonomous supermarket robotic carts (perception, navigation, real-time decision-making)
- Improved real-time perception in cluttered environments via multi-stage detection + temporal smoothing (reduced false positives)
- Diagnosed end-to-end latency bottlenecks using ROS diagnostics/tracing across perception/inference/planning
- Cut system latency by ~50% by reducing serialization overhead and parallelizing node execution
- Developed low-latency vision inference ROS node improving obstacle detection and navigation safety
- Integrated key ROS2 navigation/localization stack components (Nav2, TF2, robot_localization)
- Implemented distributed robot/system communication using ROS2 DDS, MQTT, and REST APIs
- Containerized ROS/ML pipelines and deployed scalable workloads with Docker + Kubernetes + automated CI/CD testing
Discover more candidates like Nishchal
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent