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Poomagal N.

Poomagal N.

AI & Machine Learning Engineer · Mid-Level

India · Rate on request

Professional Overview

AI Algorithm Engineer with 3+ years of experience designing, deploying, and optimizing production-grade Computer Vision and Generative AI solutions. Experienced in DeepStream, CUDA, Triton Inference Server, Docker, PyTorch, YOLO, RAG, and LLM integration for large-scale video analytics. Led end-to-end AI deployments across cloud and edge.

Experience

Company
Graymatics India pvt ltd
Jul 2022 – Jul 2025
Role title
AI algorithm engineer

AI Expertise

AI & Machine Learning Engineers

Skills

Python Computer Vision Pandas Scikit-Learn Keras Docker CI/CD

Employment Type

Full-time

Description of Responsibilities

  • Led enterprise AI deployments for Latin America projects and Lucknow Smart City
  • Mentored 3–4 AI engineers and supported deployments across edge and cloud
  • Designed GPU-accelerated AI pipelines using NVIDIA DeepStream, CUDA, TensorRT,
  • ... Triton Inference Server, Docker and ONNX.
  • Documented AI deployment procedures.

Key Achievements / KPIs

  • Improved production stability by refactoring inference pipelines and using DS ..
  • .. solely for inference, eliminating recurring server restart issues.
  • Delivered production Computer Vision systems supporting approximately 800 CCTV
  • .. cameras across three GPU inference servers.

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

MLOps & AI Infrastructure

Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.

Data Science & Analytics

Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.

Open to

Full-time Freelance Contract Contract-to-hire

Experience Level

Mid-Level

Current location

India

Time Zone

Kolkata UTC+5.5

Primary Work Language

English

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