Vinayak Kunder Email & Phone Number

Pune, Maharashtra, India

- Restructured and improved already developed pointcloud segmentation model resulting in increase in accuracy and optimized processing.- Researched on converting Minkowski engine's framework trained model into onnx model.- Developed an object detection based segmentation model to detect and classify the floor plan architectural objects.- Worked on data engineering based projects which includes developing graphQL apis and automation using terraform.

Mumbai, Maharashtra, India

Worked on:1. Onion Defect classification model using tensorflow ,keras.2. Model compression and combined model to reduce the prediction time.3. Developed tools for pre-training process and for testing automation in python. 4. Segmentation and defect detection models for commodities on industrial camera images.5. Data analysis and visualization of machine data.6. Developed SE UNet from scratch for onion detection + defect segmentation.7. Developed peanuts sorting system based on openCV.

Mumbai Area, India

Agri-tech startup developing technologies for sustainable agriculture, developing automated grading and sorting solutions using Computer Vision and Deep Learning.worked on Agrograde application-I was working on a app that can capture image of produce and generate its quality report.1. Detecting the objects like onion,tomato,etc.. and calculating the size of each instance on smartphone camera images.2. Marker detection and segmentation based on OpenCV techniques(Marker is used for calculating the size of the instances).3. Object detection and segmentation using MaskRCNN.4. Also worked on Data annnotation tools.

Mumbai Area, India

Xoport is a travel oriented service which will provide AI augmented travel search, currently under development.Building a travel assistant which gives response to all the travel related queries, booking, service.My Domain : AI(Machine learning).Worked on:1. Chatbot which can give automated responses on trained queries.Using Python(Flask, chatterbot)2. A chat system by creating a private chat room between admin and users.3. Dialogflow(API.ai) integration with the chatbot.(Implemented 3 agents)4.Google cloud functions to link APIs with Dialogfkow agents(Successfully deployed 2 functions).