Senior AI Engineer – ISP & Vision Systems

Regami

Chennai

On-site

INR 1,200,000 - 2,000,000

Full time

14 days+

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Job summary

Regami is seeking a Senior AI / ML Engineer in Chennai, India, to design and deploy AI solutions for image signal processing and vision systems. This role involves collaborating with cross-functional teams to integrate AI into workflows and optimizing models for edge devices. The ideal candidate will possess a Bachelor's degree in a related field, strong programming skills, and hands-on experience with AI vision technologies. The position offers opportunities to work with cutting-edge AI applications and contribute to innovative projects.

Qualifications

Bachelor’s degree in a relevant field required.
Strong programming skills are necessary for success.
Hands-on experience in computer vision or AI vision is critical.

Responsibilities

Design, develop, and deploy AI solutions for image signal processing.
Collaborate with cross-functional teams to improve workflows.
Optimize models for edge devices and provide operational support.

Skills

Programming skills in Python, C/C++, R, VB.NET

Proficiency with ML frameworks (TensorFlow, PyTorch, scikit-learn)

Strong analytical and problem-solving skills

Experience in AI vision and computer vision

Excellent verbal and written communication skills

Education

Bachelor’s degree in Computer Science, Data Science, Electronics, Imaging

Tools

TensorFlow

PyTorch

JIRA

Jenkins

Git

Confluence

Kafka

Spark

Job description

Regami was founded to provide world class product development services to companies across the globe. We believe in designing products with a keen focus on nurturing innovative ideas to help you bring an optimized, technologically advanced, cost-effective solution to the market.

Our services have applicability across use cases such as Medical Devices, Industrial IoT, Medical IoT, Smart Surveillance, Security, Biometrics, Machine–Vision, Autonomous Guided Vehicles, Smart Parking, Wearables, Drones, Dental Cameras, Surgical Vision Solutions, Telemedicine, Augmented Reality, Virtual Reality, etc.

Job Description

The Senior AI / ML Engineer – ISP & Vision Systems will design, develop, and deploy production‑grade AI solutions for image signal processing (ISP), computer vision, and vision‑based systems. This role focuses on applying machine learning, deep learning, and Gen‑AI to improve image quality, defect detection, visual analytics, and vision‑driven decision systems.

The role requires close collaboration with ISP, camera, embedded, data analytics, and product teams to translate real‑world imaging challenges into scalable AI‑powered vision solutions.

Requirements

Key Responsibilities

Collaborate withcross-functional teams and ISP / vision domain experts to identify opportunities for AI integration in imaging and vision workflows
Help AI productmanagers and business stakeholders understand the capabilities, limitations, and trade‑offs of AI in ISP and vision systems
Lead proof‑of‑concept(PoCs) and pilot programs to demonstrate measurable value of AI‑based vision solutions
Analyze, preprocess, and transform large datasets including images, video streams, metadata, logs, and sensor data
Design and build data ingestion and transformation pipelines for vision datasets
Set up and manage AI development and production infrastructure (edge and cloud‑based vision systems)
Collaborate with the Data Analytics team to integrate large‑scale vision data solutions
Design, train, and deploy AI / ML models for:
Defect and anomaly detection
Object detection, tracking, and segmentation
Vision‑based analytics and automation
Build AI models from scratch and apply transfer learning for vision tasks
Identify and curate new datasets for training and validation
Deploy models into production environments, including embedded and edge devices
Create APIs and services to integrate AI outputs into downstream vision and business applications

Monitoring, Optimization & Adoption

Monitor AI and vision system performance and continuously improve deployed models
Optimize models for latency, accuracy, and resource constraints on edge devices
Provide technical documentation, training, and operational support to engineering and production teams
Stay current with latest AI/ML, computer vision, and ISP advancements
Propose innovative AI‑driven approaches for ISP pipelines and imaging systems
Participate in fast‑paced prototyping to explore improvements in vision and imaging workflows

Qualifications & Experience

Minimum Qualifications

Bachelor’s degree in Computer Science, Data Science, Electronics, Imaging, or related field
Strong programming skills in Python, C/C++, R, VB.NET, or equivalent
Proficiency with ML frameworks such as TensorFlow, PyTorch, scikit‑learn
Hands‑on experience in AI vision, computer vision, or Gen‑AI
Experience in Full‑Stack Development
Experience deploying ML models in production vision systems (edge or cloud)
Strong analytical, problem‑solving, and cross‑functional collaboration skills
Excellent verbal and written communication skills

Preferred Qualifications

Strong knowledge of ISP pipelines including demosaicing, noise reduction, HDR, color correction, and sharpening
Experience with deep learning for image classification, segmentation, and object detection
Knowledge of LLMs, Prompt Engineering, RAG, and LLM fine‑tuning
Experience with model explainability, validation, and performance benchmarking in vision systems
Familiarity with camera sensors, optics, and imaging hardware
Experience working with image/video datasets, metadata, and vision telemetry

Added Advantage