Srikanth T. Email & Phone Number

Bengaluru, Karnataka, India

Bangalore Urban, Karnataka, India

• Worked extensively on developing ML model for credit card fraud detection. • Analyze & filtered 100k rows of data sent by client in multiple batches.• Performed Feature engineering on data having numerous columns using python libraries like NumPy, Pandas, Seaborn.• Built and trained the model using Random Forest and XG BOOST classification.• Analyzed model prediction accuracy using Confusion Matrix, AUC Score, classification reports.• Applied deep learning techniques like CNN and LSTM (with or without attention) to build features from contextual data.• Explored potential usage of autoencoders and anomaly detection in the context of credit card fraud detection.• Implemented Imbalanced learning techniques to increase the performance of the model.• Measured the model performance by Average precision and Card precision top-k and achieved around 75% of Accuracy, 90% Recall.

Hyderabad Area, India

• Developed and worked on custom question answer model for in-house project.• Requirement gathering and analyzing data of 5000+ custom FAQs.• Performed annotation in squad format and data engineering on the custom dataset using Haystack tool.• Made use of BM25 in estimating the relevance of documents for a given query• Leveraged on pretrained BERT in building the base model to extract the answers from documents• Calculated metrics like F1 score and Exact Match after fine tuning the model to our custom data set.• Achieved accuracy of 85% after training the model.

Hyderabad Area, India

• Handled testing of Fusion Applications - PPM Module using Oracle Application Testing Suite (OATS/Openscript) for the automation team.• Led a group of 3-4 members in test executions, failure analysis and bug logging activities.• Involved in training new members in the team to gain automation and functional knowledge.• Enhanced automation framework and developed various utilities which will increase the productivity for team members.• Contributed in fixing critical testware bugs, coordinated with developers and manual testers for bug conclusions.• Automated various complex flows with high quality standards and minimum execution time.

Chennai, Tamil Nadu

• Involved in script development for web and mobile automation for xfinityTV.com.• Supporting functional team in execution of automation Test Scripts.• Interact with the client, understand the requirements and discuss the complexities and difficulties.• Identifying the automation test cases and the features which can be automated.• Educating the team members on Selenium and other Automation tools through weekly sessions.• Showing initiative in setting and meeting goals within an Agile environment.• Developed a framework based on Selenium under Test NG platform which customizes the entire testing process.• Developed automated scripts using JAVA-Selenium and unit test cases in Junit and TestNG

Diploma Of Education, Artificial Intelligence, Distinction

Activities and Societies: PG Diploma in Artificial Intelligence and Machine Learning

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering