Driving Innovation with AI and ML Technologie

Data analysis and pattern matching

[Time Series Modeling]

Application combining data analysis , time series analysis and other predictive models.

Root cause analysis

Data analysis in large scale IoT data and identify erroneous parts and root causes

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Crop planning

Analyze the future trend of crop prices and plan the amount/type of the plant to grow in the farm.

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Watering optimization

Analyze the weather and plant conditions to supply the right amount of water

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Technologies Used

Document data extraction and automation

[OCR Based RPA]

Utilizing the OCR and NLP technologies to extract information from documents and automate different tasks.

Invoice reading

Extract the structured information from invoices for automated entry into the system.

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Financial statement processing

Process financial statements and implement rules/calculation.

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Medical document analysis

Extract and validate information from multiple bills and invoices.

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Technologies Used

Computer vision related Modeling

Using state of the art object detection , OCR and pose detection models to implement applications.

People counting and activity detection system

Apply object detection , tracking and image classification for counting and activity tracking using CCTV systems.

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Display OCR

Mobile application to read displays from multiple formats using object detection and OCR.

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Pose correction application

Using pose detection and ML algorithms to detect and correct poses for the patient in postoperative recovery.

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Technologies Used

LLM

[Large Language Modeling]

Using both LLM APi and Private LLMs build applications for answering questions and analyzing data.

LLM powered chatbots

Using large language models to answer questions about individual organization , customer related questions.

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Knowledge retrieval systems

Tune and build knowledge retrieval systems which can answer from a provided knowledge base.

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LLM base analyser

Analyzing tabular and DB related data using LLM agents

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Technologies Used

Generative vision applications

Using GAN and diffusion models to generate images for beauty and commercial applications.

Home appliance planning

Stable diffusion based application to generate images of rooms and kitchens with furnitures or home appliances

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Hair style matching app

Mobile application to generate faces with selected hairstyle and color to select the suitable style.

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Dress tryout application

Stable diffusion based dress tryout application to check how different dresses from stores look on you.

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Technologies Used

ML Modeling for Edge Devices

Run optimized models in embedded devices which suit applications like wearables and less resources.

Hand Wash analyser

Apply deep learning techniques to classify handwash patterns.

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Athletic performance monitoring

Using data recorded from wearable building analyser systems for athletic performance.

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Driving pattern analyser

Based on IMU sensor reading classify the driver behaviors and identify abnormal events.

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Technologies Used