Trained Datasets and Machine Learning Models
Trajectus provides cutting-edge machine learning services designed to address your organization’s most pressing business challenges. Leveraging advanced algorithms, we enable rapid, data-driven decision-making and foster the development of innovative business models. Machine learning doesn’t have to be overwhelming—we partner with you to explore opportunities and accelerate the deployment of AI and ML solutions in key areas such as:
- Anomaly detection
- Financial Fraud p
- Spam filtering
- Opinion reviews/Sentiment Analysis
- Recommendation engines
- Sales Forecasting based on multiple seemingly unrelated factors, among many other applications

Machine Learning

Case Study
Business Challenge
A large enterprise wanted to analyse its annual employee survey which was a manual 3-week effort, automate the reviews from approx. 1 million lines of free-form feedback, and rank the top 5 concerns and sentiments from 136000 employees.
Solution
Using Topic Modelling, Bi-gram or Tri-gram methodologies to cluster key words, we were able to quickly dissect the large sample of data into thematic topics. We were able to reduce the review processing time of 2 manual resources for 3 weeks down to 3 hours, with a set of topics for EVPs to focus on.
In addition, our machine learning model can be taught to identify likelihood of false negative and false positives, increasing accuracy of Recommendation Engine and Prediction beyond 90%.
Benefits
The enterprise company had enough people to do manual work, but the AI/ML engine freed up the highly paid resources to focus on higher deliverables. The company was able to :
- Automate the annual surveys
- Reduced processing time to 3 hours instead of 3 weeks
- Reduce employees dedicated to the reviewing from 2 to zero
- EVPs able to quickly get reports and focus on top 5 issues via Recommendation Engine and Sentiment Analysis