2025Edge AI
Multi-Camera Edge-AI System
C++ and GStreamer on NVIDIA Jetson Orin, up to 8 feeds, YOLOX TensorRT inference, synchronized RTSP streams at 60 FPS.
PORTFOLIO / 2026
Anudit
Gautam
Electrical Engineer with roots in embedded systems and ML, now building data platforms and analytics pipelines.
Toronto, Canada
CURRENTLY
Data Engineer
@ Compass Group
FOCUS
SnowflakeDBTML OpsData AnalyticsEdge AI
Experience
2024 — 2026
NOW
Data Engineer
Compass Group
Description coming soon.
SnowflakeDBTSQLPython
2026
ML Developer
Hercules Dynamics
Multi-modal ML pipelines (radar, LiDAR, camera) for military-grade embedded deployments. Containerized inference on Jetson with CUDA/TensorRT.
C++CUDATensorRTMulti-modal
2026
Engineering Project Manager — SWE
Mercor Intelligence
Managing terminal bench evaluations, Airtable-driven workflows, software efficiency assessments, code review processes, and model analysis for AI engineering teams.
AirtableT-BenchCode Review
2025
Jr. Software Engineer
Mercor Intelligence
Evaluating terminal efficiency of software engineers, refining AI outputs, optimizing SQL queries, and building Git server environments.
PythonSQLGit
2024
Electrical Engineer in Training
Hercules Dynamics
Computer vision pipelines, CI/CD, Tailscale VPN administration, and Docker/VM testbeds for NVIDIA Jetson.
JetsonGStreamerOpenCVEmbedded Systems
Projects
ActiveML/DevOps
ML Inference Pipelines
Production ML pipelines for model pruning, quantization, and CUDA-accelerated deployment across urban, off-road, and defense datasets.
ActiveEdge AI
Helios Nano
YOLO/TensorRT object detection, collision warnings, lane awareness, and driver recognition. CUDA pipeline with Qt dashboard on Jetson Orin. Deployed.
2024Computer Vision
Embedded Vision Systems
Face and plate recognition, SQL-backed detection storage, SMS alerts, deployed on Jetson AGX/Orin with auto-reconnect over Tailscale.
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