lakshita beniwal

I am an AI-focused product manager and machine learning engineer with hands-on experience building production ML systems and generative AI agents. I have led cross-functional teams to deliver AI-powered features for transportation platforms and built end-to-end ML solutions during internships and projects.

At Samrish Technologies (client OurBus) I owned product development for route optimization and demand forecasting that served 50,000+ monthly riders and improved operational efficiency by 25%. I defined product requirements, performed competitive analysis across multiple platforms, and translated research into a prioritized roadmap.

As a software developer intern at Bolt IoT, I developed real-time IoT monitoring, automated visualization pipelines, and an AI insights module using OpenAI, reducing alert fatigue and enabling actionable trend reports. I deploy solutions using Python, Redis, Celery, and cloud tooling.

I build generative AI and CV projects such as a Math AI Agent (FastAPI, Qdrant, Groq API) and custom object detection (YOLOv8, OpenCV), and I continually refine models and workflows to improve accuracy, privacy, and user experience.