Archives: Portfolio

Candidate Ranking using a Job Description using Neural Networks

alt="A businessman in a suit interacts with a futuristic AI-powered digital interface, featuring data visualizations, geometric graphics, and cloud computing icons."

Candidate Ranking using a Job Description using Neural Networks The Challenge It is challenging to source candidates for a given job profile especially when it comes to leadership roles for an organization. One has to align the candidate personal and leadership skills to see whether he/she is a right fit for the organization. We use […]

A vision-based AI system for detecting corrosion in metal alloys

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A vision-based AI system for detecting corrosion in metal alloys The Challenge A leading specialist in water treatment needed a method to identify tank maintenance at customer sites to increase proactive maintenance of their infrastructure. The current process was time consuming and often led to costly errors. The solution was a mobile application to capture […]

Smart Storage Forecasting: Optimizing Reorders Based on Tank Usage Patterns

alt="Gloved hand holding a smartphone displaying a weather forecast app, showing snowy conditions and a temperature of 19.4°C, with a winter landscape of snow-covered trees and mountains in the background"

Smart Storage Forecasting Optimizing Reorders Based on Tank Usage Patterns The Challenge A leading specialist in water treatment needed a predictive system that determines the optimal reorder time for tank-stored chemicals, balancing complex constraints. These include batch-only ordering, strict tank level limits, and a 28-day delivery lead time. The system must accurately forecast consumption patterns […]

Identifying metal coupon types with Visual Classification

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Identifying metal coupon types with Visual Classification The Challenge A leading specialist in water treatment needs to build a mobile application to capture images of metal coupons planted in RO systems and detect their composition. Further identification of corrosion types per composition will be executed. Tatras has been given the responsibility to build a ML […]

Deep Learning to count manufacturing throughout using video analysis

alt="Invoice to Contract Reconciliation optimization using Vision, NLP and RAG"

Deep Learning to count manufacturing throughout using video analysis The Challenge Our client, a large towel manufacturing company needs to optimise throughput from their stitching tables. They had installed cameras to but needed a solution to use the video data to monitor employee breaks and automatically count the through put of each stitching table. Hypothesis […]

Video Analysis for Logo Analysis using Deep Learning based Vision Models

Video Analysis for Logo Analysis using Deep Learning based Vision Models The Challenge Our client, a startup in the space of sports analytics, wanted to build a tool to provide quantitative feedback to marketers on the exposure they receive in return for their marketing spend at sporting events and its associated Video coverage. They also […]

Optimizing the manufacturing of Cold Rolled Steel Products

alt="A software developer working on a laptop with multiple monitors displaying lines of code, in a collaborative office environment with other programmers in the background."

Optimizing the manufacturing of Cold Rolled Steel products The Challenge Our client, a major manufacturer of cold rolled steel products, had a problem. The raw material used by them cost approximately 85% of the cost of manufacturing the end products and varied in grade and size. This high capital investment in raw materials and consumables […]