ML Community Ops Engineer

• Jun 2023 - Present

Member

• Aug 2020 - Present

Organized 3 events, conducted sessions, and mentored 300+ students on ML-related topics. Organized 3 events, conducted sessions, and mentored 300+ students on ML-related topics.

Business Analyst

• Jun 2022 - Jul 2022

• Developed an Employee Attrition model aimed at predicting the likelihood of an employee resigning within the next three months. • Comprehensive dataset was built by extracting and incorporating all pertinent features from an extensive amount of raw data. • Used analytical techniques, including exploratory data analysis and correlation analysis, to derive meaningful patterns in the data. • Evaluated performance of different models, including Neural Networks, Logistic Regression, and Random forest using various metrics, such as accuracy, precision, recall, F1-score, gini coefficient, and AUC-ROC to assess their effectiveness. • Received a Pre-placement offer based on my work's success and positive team feedback. Show less

Micosoft Engage’21 Program Mentee

• Jun 2021 - Jul 2021

• Developed a Microsoft Teams clone Android application using Flutter, supporting real-time communication for multiple users. • Built a user-friendly application architecture incorporating advanced features such as messaging, video-calling, team creation, meeting scheduling, and in-call message access, enhancing the app's real-time communication capabilities, in 21 days. • Applied agile management methodologies, including Scrum, to effectively manage the development lifecycle and timely delivery. Show less

Machine Learning Engineer

• Nov 2020 - Mar 2021

• Engineered a Covid safety system for ICICI Bank, utilizing CCTV footage as data and implemented computer vision algorithms. • Enhanced security features by building Loitering and Mask detection tasks and incorporating an alert system to notify security. • The model was deployed in the ICICI bank during Covid. Utilized: OpenCV, Tensorflow Object Detection API, and YOLO. • Engineered a Covid safety system for ICICI Bank, utilizing CCTV footage as data and implemented computer vision algorithms. • Enhanced security features by building Loitering and Mask detection tasks and incorporating an alert system to notify security. • The model was deployed in the ICICI bank during Covid. Utilized: OpenCV, Tensorflow Object Detection API, and YOLO.

Developer

• Nov 2020 - Feb 2021

- Build Chatbot for a company using the RASA framework - Add functionality like Booking service through a chatbot - End to end Deployment on Google cloud platform - Build Chatbot for a company using the RASA framework - Add functionality like Booking service through a chatbot - End to end Deployment on Google cloud platform