🛠️ Technical Skills

👨‍💻 Languages

Python5+ yrs

Primary for CV/ML, LLM pipelines, backend.

C/C++3+ yrs

HPC kernels, performance-critical CV.

CUDA2+ yrs

GPU acceleration, kernels, TensorRT workflows.

👁️ Computer Vision & ML

OpenCV / Open3D

Real-time image/video, 3D reconstruction, point clouds.

PyTorch / TensorFlow

Model training, optimization, deployment (TFLite, TorchScript).

YOLOv5/v8, OneFormer

Detection, segmentation, panoptic tasks.

🧠 LLM / RAG / Agents

LangChain / LangGraph

Agent orchestration, evaluators, multi-modal chains.

Vector DBs (FAISS/Qdrant)

RAG retrieval, hybrid search, embeddings.

🧩 3D & Photogrammetry

COLMAP, NeRF

SfM pipelines, view synthesis, 3D texturing.

SLAM, Sensor Fusion

LiDAR/RGB-D fusion, trajectory optimization.

⚡ HPC & Distributed

CUDA / TensorRT

Inference acceleration, quantization, compilation.

Multi-GPU / Pipeline Parallel

GPipe concepts, distributed data/model parallel.

SLURM / HPC

Cluster scheduling, job optimization.

🛰️ Edge/Hardware

iPhone LiDAR / Intel RealSense

RGB-D capture, calibration, depth fusion.

Jetson / Embedded

Edge deployment, performance tuning.

☁️ Cloud & DevOps

AWS / Azure

EC2, S3, CI/CD, training/deploy pipelines.

Docker / Kubernetes

Containerized ML services, orchestration.


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