Machine Learning Engineer - Video AnalyticsEzlo Innovation • bhopal, madhya pradesh, in
No longer accepting applications
Machine Learning Engineer - Video Analytics
Ezlo Innovation • bhopal, madhya pradesh, in
2 days 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 • bhopal, madhya pradesh, in
Related jobs
We're Hiring Medical Students for AI Training (Remote).Earn Between $2,000 - $3,000 / Month.About the Role : Are you a medical student with a passion for advancing AI? We are seeking medical experts t...Show more
Data Engineer
Grantify • bhopal, madhya pradesh, in
Grantify is an innovative education platform that connects students and universities through a transparent admissions and tuition-matching ecosystem.
By aligning student budgets and academic aspirat...Show more
Last updated: 8 hours ago • Promoted • New!
Artificial Intelligence Engineer - ML
Talentgigs • bhopal, India
We’re looking for a hands-on Senior ML Engineer (6–10 years) who can : .Lead design and delivery of LLM & Document AI solutions end-to-end.
Own ML services in production (APIs, pipelines, monitoring)....Show more
Last updated: 8 days ago • Promoted
Generative AI Engineer
Live Connections • bhopal, madhya pradesh, in
Required Notice Period - Immediate Joiners or Serving Notice or 30 days.Bachelor’s in CS / ML / AI or related field; Master’s or PhD preferred.
ML / Data Science with a focus on generative AI, LLMs, or co...Show more
Last updated: 16 days ago • Promoted
Python for Machine Learning
People Prime Worldwide • bhopal, 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
AI Engineer - GPT / LangChain / RAG / Data Pipelines
Peak Trust Global Real Estate • bhopal, 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: 8 hours ago • Promoted • New!
AI Engineer Intern
Qureal AI • bhopal, madhya pradesh, in
Hiring : AI Engineer Intern (Remote + Paid).We are looking for a dedicated AI Engineer Intern.This role offers a real opportunity to transition into a full-time position based on performance.PPO / F...Show more
Last updated: 8 hours ago • Promoted • New!
Social Media video production Manager
Opus RE Media • bhopal, madhya pradesh, in
At Opus RE Media, we are the outsourced creative back office for real estate and creative agencies worldwide.Headquartered in Dubai, we specialize in photo and video editing, floor plans, virtual s...Show more
Last updated: 8 hours ago • Promoted • New!
Machine Learning Engineer
Recro • bhopal, 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
Architect
Veltris • bhopal, 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: 8 hours ago • Promoted • New!
Machine Learning Engineer - LLM
Talentgigs • bhopal, India
We’re looking for a hands-on Senior ML Engineer (6–10 years) who can : .Lead design and delivery of LLM & Document AI solutions end-to-end.
Own ML services in production (APIs, pipelines, monitoring)....Show more
Last updated: 2 hours ago • Promoted • New!
Lead Full-Stack + AI Engineer (Founding Team)
Grovio AI • bhopal, 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: less than 1 hour ago • Promoted • New!
Freelance Data Engineer
Leading MNC • bhopal, madhya pradesh, in
Looking for a Freelance Data Engineer to join a team of rockstar developers.The candidate should have a minimum of 8+ yrs.
If you're looking for freelance / part time opportunity (along with your day...Show more
Last updated: 13 days ago • Promoted
Video Editor
Technofocus • bhopal, madhya pradesh, in
EdTech / Professional Training & Upskilling.We are looking for a highly skilled.In this role, you will edit and transform raw footage into engaging, high-quality training videos for learners worldw...Show more
Last updated: 8 hours ago • Promoted • New!
Generative AI Engineer
Turing • bhopal, India
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: 19 days ago • Promoted
Python Developer
TekXera • bhopal, madhya pradesh, in
Senior Python Engineer – Service Implementation.India | Pakistan | Nigeria | Kenya | Egypt | Ghana | Bangladesh | Turkey | Mexico.
Full-Time Contract (9 Months, Extendable).San Francisco–based AI re...Show more
Last updated: 8 hours ago • Promoted • New!
Medical AI Training Intern (Remote | $2K–$3K / Month)
Taskify AI Media • bhopal, madhya pradesh, in
Remote
Last updated: 8 hours ago • Promoted • New!
Video Editor
NxtWave • bhopal, madhya pradesh, in
We are seeking a highly skilled and innovative AI Video Editor to join our dynamic content team.The ideal candidate will be an expert in leveraging Generative AI tools to produce engaging, high-qua...Show more
Last updated: 30+ days ago • Promoted
Founding SDR (B2B AD Agency, AR / VR & AI)
Blownfuse Softlabs • bhopal, madhya pradesh, in
Blownfuse Softlabs is a startup dedicated to developing cutting-edge B2B products and services in.Augmented Reality (AR), Virtual Reality (VR), Advertising, Artificial Intelligence (AI), and Enterp...Show more
Last updated: less than 1 hour ago • Promoted • New!