Machine Learning Engineer - Video AnalyticsEzlo Innovation • indore, India
No longer accepting applications
Machine Learning Engineer - Video Analytics
Ezlo Innovation • indore, India
1 day ago
Job descriptionImprove detection accuracy across all object classes (person, vehicle, animal, package, face, license plate) Reduce false positive and false negative rates Fine-tune and retrain YOLO models on domain-specific datasets Evaluate and integrate newer model architectures as they become available Develop robust evaluation metrics and benchmarking pipelines Optimize inference speed and resource utilization Implement model quantization, pruning, or distillation techniques Balance accuracy vs. latency tradeoffs for real-time processing Optimize frame skip strategies and batch processing Profile and eliminate performance bottlenecks in the inference pipeline Maintain and extend the existing detection pipeline Add support for new object classes as business needs evolve Improve hotzone (region-of-interest) detection logic Enhance face recognition matching accuracy Collaborate with the cloud team on infrastructure and scaling Strong experience with object detection models , particularly YOLO family (v5 / v8 / v11), and understanding of model training, fine-tuning, and evaluation Hands-on experience with PyTorch for model development and optimization Computer vision fundamentals : image / video processing, frame extraction, bounding box handling, NMS, confidence thresholds Python proficiency with production-quality code practices Experience deploying ML models in production environments (containerization, GPU inference, batching strategies) Understanding of model optimization techniques : quantization, TensorRT, ONNX conversion, etc. Familiarity with Linux / Docker / Kubernetes environments Experience with video analytics or surveillance systems Background in face recognition systems Experience with license plate recognition (ALPR / OCR) Familiarity with zero-shot detection models (YOLOWorld, CLIP-based approaches) Experience with dataset curation, annotation, and augmentation Knowledge of edge deployment considerations (model size, latency constraints) Experience with distributed job queues (Redis Queue, Celery) Measurable improvements in detection accuracy (precision / recall) across object classes Reduced inference time per video while maintaining or improving accuracy Well-documented model evaluation pipelines and benchmarks Proactive identification and resolution of model performance issues Clear communication with the broader team on ML capabilities and limitations Type : Full-time Team : Cloud Infrastructure Team Scope : Primary owner of CloudML video analytics platform
About Ezlo Innovation
Ezlo Innovation is a leading IoT platform developer powering smart home and property management solutions across 60+ countries. Our family of brands—including Vera, MiOS, Fortrezz, and Centralite—brings nearly 50 years of combined experience in home automation and IoT markets. We deliver cloud-to-ground, white-label IoT solutions to security dealers, property management companies, builders, utilities, and retail partners worldwide.
About the Role
We're looking for a Machine Learning Engineer to own and advance our CloudML video analytics platform. This system processes video from smart home cameras to detect objects including people, vehicles, animals, packages, faces, and license plates. You'll be the primary developer responsible for this project while collaborating with our broader cloud infrastructure team.
This role focuses heavily on ML model performance —improving detection accuracy, reducing false positives / negatives, and optimizing model efficiency for real-time video processing at scale.
The Platform
CloudML v2 is a production video object detection service built on :
- ML / Computer Vision : YOLO v8 / v11, YOLOWorld (zero-shot detection), PyTorch, OpenCV, face-recognition, OpenALPR
- Backend : Python 3.11, FastAPI, Redis Queue (RQ)
- Infrastructure : Kubernetes, Helm, Docker, NVIDIA GPUs (CUDA 12.6)
- Observability : OpenTelemetry, structured logging
The system processes MP4 video files through a multi-stage pipeline : download, validation, frame extraction, multi-model inference (standard objects, packages, faces, license plates, barcodes), and webhook delivery of results.
Primary Responsibilities
Model Performance & Accuracy
Model Efficiency & Optimization
Ongoing Development
Required Qualifications
Preferred Qualifications
Tech Stack You'll Work With
Category
Technologies
ML Frameworks
PyTorch, Ultralytics YOLO, YOLOWorld, OpenCV, Supervision
Specialized ML
face-recognition (dlib), OpenALPR, Tesseract OCR, pyzbar
Backend
Python 3.11, FastAPI, Redis, RQ (Redis Queue)
Infrastructure
Kubernetes, Helm, Docker, GitLab CI / CD
Hardware
NVIDIA GPUs, CUDA 12.6
Observability
OpenTelemetry, structured logging
What Success Looks Like
Employment Details
Create a job alert for this search
Machine Learning Engineer • indore, India
Related jobs
Machine Learning Engineer - Python / Tensorflow
Confidential • Indore
Conduct feature engineering, data analysis, and data exploration to extract valuable insights.Develop and optimize machine learning models for high accuracy and performance.Design and implement dee...Show more
Last updated: 30+ days ago • Promoted
Generative AI Engineer
Turing • indore, madhya pradesh, in
Turing is looking for people with LLM experience to join us in solving business problems for our Fortune 500 customers.You will be a key member of the Turing GenAI delivery organization and part of...Show more
Last updated: 21 days ago • Promoted
ClearTrail Technologies - Artificial Intelligence / Computer Vision Lead - Deep Learning
Confidential • Indore, India
At ClearTrail, work is more than just a job.Our calling is to develop solutions that empower those dedicated to keep their people, places and communities safe.
For over 21 years, law enforcement & f...Show more
Last updated: 17 days ago • Promoted
Senior Artificial Intelligence / Machine Learning Engineer
Emorphis Technologies Pvt. Ltd. • Indore
Role : Lead AI / ML Engineer Experience : 6+ Years Location : Indore (Work from Office) Notice Period : Immediate Joiners / Up to 15 Day...Show more
Last updated: 30+ days ago • Promoted
Python for Machine Learning
People Prime Worldwide • indore, madhya pradesh, in
Our client is a trusted global innovator of IT and business services.They help clients transform through consulting, industry solutions, business process services, digital & IT modernisation and ma...Show more
Last updated: 2 days ago • Promoted
Artificial Intelligence Engineer
InfoBeans • Indore, Madhya Pradesh, India
The ideal candidate will work closely with AI Engineers, Data Scientists, and IT teams to design, develop, and deploy AI models supporting real-world implementations across various domains, includi...Show more
Last updated: 7 days ago • Promoted
Machine Learning Engineer
Confidential • Indore, India
INR 3500000-5000000 / year (based on experience).Full Time Permanent position(Payroll and Compliance to be managed by : Incept Labs).
Note : This is a requirement for one of Uplers' client - Incept La...Show more
Last updated: 18 days ago • Promoted
Generative AI Engineer
Confidential • Indore, India
Machine Learning / AI Development).We are looking for a skilled AI / ML Developer with 2–3 years of experience in building and deploying machine learning models and AI solutions.The ideal candidate s...Show more
Last updated: 12 days ago • Promoted
Architect
Veltris • indore, madhya pradesh, in
AI Architect - Telecom & Networking.Routing, Switching / SD-WAN / Provider Edge).ML Algorithms; Graph Neural Networks, Time-series Forecasting Algorithms (ARIMA, LSTM…).
ML / DL libraries (PyTorch, Te...Show more
Last updated: 14 hours ago • Promoted • New!
AI / ML Engineer
Confidential • Indore, India
Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality.
Be able to apply GenAI models as part of ...Show more
Last updated: 28 days ago • Promoted
AI / ML Developer
Confidential • Indore, India
We are looking for a passionate and skilled.You will work closely with data scientists, backend engineers, and product teams to integrate AI-driven functionalities into production systems.TensorFlo...Show more
Last updated: 28 days ago • Promoted
AI Data Engineer - 17852
Turing • Indore, Madhya Pradesh, India
We’re looking for experienced AI data engineers skilled in Python to collaborate with one of the world’s top Large Language Model (LLM) companies.
Your work will directly help improve how AI models ...Show more
Last updated: 23 days ago • Promoted
Machine Learning Engineer - Python / Hadoop
Confidential • Indore
Develop and optimize Machine Learning models.Design and implement Deep Learning models.Artificial Neural Networks (ANN).Convolutional Neural Networks (CNN).
Collaborate with cross-functional teams.B...Show more
Last updated: 30+ days ago • Promoted
Lead Full-Stack + AI Engineer (Founding Team)
Grovio AI • indore, madhya pradesh, in
We’re building an autonomous, multi-agent AI OS that plans, executes, and optimizes marketing across modern digital ecosystems.
Think : an AI that acts like a virtual CMO — planning, writing, analyz...Show more
Last updated: 7 hours ago • Promoted • New!
Aligned Automation - Machine Learning Engineer
ALIGNED AUTOMATION SERVICES PRIVATE LIMITED • Indore
Description : About Aligned Automation : At Aligned Automation, we live by our "Better Together" phi...Show more
Last updated: 16 days ago • Promoted
iAastha Technologies - Senior Artificial Intelligence / Machine Learning Engineer - LLM / RAG
iAastha technologies • Indore
Role : Senior AI / ML Engineer - LLM & RAG Specialist Location : India | Experience : 5+ years About the Role : We're building...Show more
Last updated: 30+ days ago • Promoted
AI Engineer - GPT / LangChain / RAG / Data Pipelines
Peak Trust Global Real Estate • indore, madhya pradesh, in
This role requires strong technical skills across Python, automation, ML tooling, and analytical reporting.Key Responsibilities (Technical).
Build automated data collection workflows using tools suc...Show more
Last updated: 14 hours ago • Promoted • New!
Machine Learning Engineer
Recro • indore, madhya pradesh, in
What would you be doing / Expected from this role?.Collaborate with cross-functional teams including data scientists, engineers, and product managers to deliver AI-driven solutions.Drive the archite...Show more
Last updated: 30+ days ago • Promoted