Empowering innovation and scalability with
cutting-edge cloud solutions on AWS
AWS Computer Vision Solutions
Overview
Neurealm’s expertise includes working with Cloud, on-premise or edge computing devices across industry verticals. Neurealm provides custom solutions to industrial, automotive and enterprise customers with following expertise in building AI applications for smart infrastructure, factory, monitoring, surveilance, anomaly detection, EHS and robotics.
Neurealm’s Cloud
Offerings on AWS
Neurealm builds computer vision solutions using AWS components (AWS SageMaker, Lambda, ECR, EKS, S3, EC2, API Gateway, Application LoadBalancer) for detecting anomalies, classifying and segmenting objects/people movement in industrial environments, to drive process optimizations, safety and security and quality of products.
Expertise
Our service offering are best suited for industrial/manufacturing companies which require automated defect detections in their manufacturing pipeline, safety and security enhancements on their manufacturing environment.
- Setting up data pipelines
- Creating workflows using services
- Implementing solutions at scale using Kubernetes
- Implementing Enterprise Applications
AWS laaS Expertise
AWS SaaS Expertise
AWS PaaS Expertise
AWS Application integration Expertise
AWS laaS Expertise
AWS SaaS Expertise
AWS PaaS Expertise
AWS Application integration Expertise
Use cases
AWS: Cloud
Supply Chain & Logistics Platform
An enterprise platform for the logistics industry bridging the gap between shippers, truckers and the end consignees.
AWS: Cloud
Smart Power Grid Solution
An enterprise platform targeted for monitoring and controlling power utilisation of industrial and commercial establishments.
AWS: Cloud
Manufacturing cycle time improvement
A computer-vision based solution to detect and report inefficiencies in the manufacturing cycle, with an interactive dashboard for factory planners
AWS: Cloud
Railtrack defect detection platform
AWS-based track inspection application where new inspections are triggered from a cloud-based Command Center and assigned to remotely located track crews. Video data uploaded from the track is processed by imaging and AI pipelines running on AWS to generate valuable insights on track condition.
AWS: Cloud
No-code AI development platform for novice engineers
A web-based tool for enabling developers and novice ML users, to easily perform data preparation, training, validation, and compilation of pre-trained (mainly for transfer learning) DL models for Embedded platforms and development kits.
Neurealm’s Generative AI
Offerings on AWS
Neurealm has expertise in building high speed, highly scalable, data pipelines with GenAI components to solve various business problems Adept at working with multi-modal data with rich experience in handling video and audio pipelines
Expertise
- Data Pre-processing
- Leverage commercial or open models
- Model Finetuning / RAG
- Prompt Execution & Inferencing
- Model Monitoring
Generative AI Use cases
AWS: Generative AI
Video Ad Classifier
The IAB Video Ad Classifier is designed to identify and categorize video advertisements based on predefined criteria from the Interactive Advertising Bureau (IAB). It aims to streamline the process of ad classification, allowing for better ad targeting, compliance, and analytics.
AWS: Generative AI
Forum Q&A
Automated answering of questions posted on Semiconductor parts vendor forum.
AWS: Generative AI
SQL Query Generation
Generate a SQL query using the inputs natural language question on the database using LLM.
AWS: Generative AI
PCB BOM generation
Application based on Computer Vision & Deep Learning for detection of components on a PCB and automatically generate the corresponding Bill of Materials (BOM) leveraging GenAI techniques.
Neurealm’s Advantage
Secure
History of developing and implementing secure, scalable and reliable services using AWS services
Senior Architects
Pool of senior architects and developers with deep technical knowledge and business acumen
Reusable
Expertise in building solutions with reusable code components and reducing technical debt
Experience
Years of experience in building & integrating on-prem and AWS-based components for optimal solutions, meeting customer needs in the areas of AI-based image analysis, video analysis and IoT
How you can work with us?
This is a professional/managed services offering by Neurealm. We engage customer stakeholder in a call and in two or three iterations, the requirements are frozen. An SoW is prepared which includes detailed statement of work with deliverables from customer and Neurealm and timeline. This is submitted to the client for approval of approach and to AWS for funding(if required).
Our engagement models are flexible and align with the customer needs. Typical engagement models are staff augmentation and turnkey development
Videos
LLM-based Video Classifier App
AWS-based Track Inspection Workflow Scheduling and Automatic Analysis
Bill of Materials (BOM) generation for PCB