ISHIKA JAIN

Machine Learning Intern

TechnoHacks Solutions Pvt. Ltd.•  July 2024 - August 2024•  India

Developed a Movie Recommendation System using collaborative filtering and deep learning, enhancing user experience through advanced preprocessing and feature selection. Implemented ML solutions, including temperature conversion with Polynomial Regression and house price prediction using Multiple Linear Regression.

AI-ML Trainee

Global Infoventures Pvt. Ltd. (NVIDIA Partnership)•  December 2023 - June 2024•  India

Annotated 800+ images using Roboflow and applied augmentation techniques, improving model robustness. Implemented object detection models using YOLOv7 for PPE Kit Detection (95% accuracy) with Google Gmail API alerts, Multi-Person Face Recognition using FaceNet and YOLOv7, Parking Sticker Recognition with OCR (Tesseract, OpenCV). Optimized deep learning models on NVIDIA DGX-A100 with PyTorch mixed-precision training. Deployed scalable real-time inference pipelines using Flask, FastAPI, Docker, and Kubernetes, ensuring high availability and efficient deployment.