Jul 2024 – Apr 2025 · 9 mos · Bengaluru, Karnataka, India

• • Implemented an anomaly detection model using Isolation Forest to identify fraudulent reward system abuse by analyzing transaction patterns, accrual ratios, and store visits. Optimized feature engineering to detect suspicious behavior, reducing misuse. Detected fraudulent anomalies over INR 10,00,000/-.• Developed and deployed a Footfall Counter with advanced repetition tracking, utilizing YOLO, DeepSort and Face Recognition technologies optimized using CUDA. This solution provided comprehensive visitor analytics and business insights, enhancing decision-making at 85+ café locations.• Customer Feedback Analysis System using LLM - Developed a customer feedback analysis system using RoBERTa to perform sentiment analysis and topic extraction, enabling detailed insights into customer experiences across multiple cafes and identifying areas for improvement. AWS and MLflow for model management, version control, and scalable deployment for 200+ café.

Sep 2023 – May 2024 · 8 mos · Bengaluru, Karnataka, India

• Worked on developing robotic assistants tailored for diverse domains, leveraging expertise in leading technologies and automation.Integrated advanced functionalities such as Natural Language Processing (NLP), Optical Character Recognition (OCR), and Artificial Intelligence (AI) to enable better automated features and enhance user experience.

Jun 2023 – Jun 2024 · 1 yr · Bengaluru, Karnataka, India

• • Formulated a mathematical model in the field of Navigation and Guidance for Autonomous Maneuver under Dr. S N Omkar, Chief Research Scientist.• Designed algorithms for sensor data pre-processing and implemented a Nonlinear Autoregressive with Exogenous Inputs (NARX) model-based altitude estimation system tailored for precise obstacle avoidance in agricultural fields.• Utilizing Robotic Operating System (ROS) to transmit MAVLink Commands derived from Computer Vision processed data obtained through Intel RealSense Sensors. • Taught Machine Learning and ROS to a diverse group of 85 individuals, comprising both Engineering students and Working Professionals from all corners of India, at a workshop conducted by IISc.

Jun 2023 – Aug 2023 · 2 mos · Bengaluru, Karnataka, India

• During my internship at Fortinet, I spearheaded the development of a novel feature in FortiDAST, leveraging a cloud-based approach to perform comprehensive scanning, identification, and assessment of network vulnerabilities. This feature, which I engineered, has been seamlessly integrated into the official FortiDAST website, enhancing its capabilities and effectiveness in cybersecurity threat detection and mitigation.

Sep 2022 – Nov 2022 · 2 mos · Bengaluru, Karnataka, India

• Worked on Frontend and Backend Web-Development. Dealt with clean UI creation, integration of API, implementation of database, modern web development practices, such as responsive design, cross-browser compatibility and accessibility. Familiar with version control systems like Git and Agile development methodologies.