Vedant Marodkar
MLE Intern @ Matrice AI | Research Intern @ TIH-IoT, IIT Bombay | DSAI Undergrad @ IIT Bhilai (2026) | Scalable ML Pipelines, CV, Gen AI & MLOps
- Role
- Machine Learning Engineer at Matrice Ai
- Location
- Nagpur, MH, IN
- LinkedIn followers
- 500 followers
Experience
Machine Learning Engineer
Jul 2025 — Present · CA, US
Orchestrated end-to-end real-time computer vision pipelines leveraging YOLOv11, YOLOv9, RT-DETR, ByteTrack, and BotSort, delivering a 15% improvement in detection accuracy across retail security and healthcare analytics.Deployed scalable MLOps workflows with NVIDIA Triton Inference Server, ONNX Runtime, PyTorch, and TensorRT; containerized services using Docker and enabled asynchronous, low-latency inference via gRPC/REST endpoints.Automated CI/CD pipelines with GitHub Actions, integrating security-hardening via Cython, dependency hashing, and optimized build strategies for seamless PyPI package distribution.Engineered an adaptive video transmission protocol for edge deployments (CCTV, Edge devices), reducing redundant data streams by 75% and optimizing bandwidth utilization.
Education
Indian Institute of Technology, Bhilai
Bachelor of Technology - BTech
2022 — 2026
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.