Shubham Kumar Email & Phone Number

Nagar, Uttar Pradesh, India

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

--> Implemented Non Invasive Demographic Detection (Responsible AI), a novel way of making use of the remaining part of the human body and still be able to predict gender and age of people. Implemented various explanation method such as GradCAM, SHAP, IG, XRAI, for classification model and IG, XRAI for object detection model.--> Implemented Paragraph Retrieval and Knowledge graph search for retrieving the relevant documents using ElasticSearch. Paragraph Retrieval Search is a combination of phrase, bi-gram, keyword search with reranking using the cross encoder. In KG Search, Searched over the knowledge graph triplets, including metadata and retrieve the relevant triplets and used filters to refine the search. Published a paper in IEEE Big Data 2022.--> Disease Diagnosis refers to the process of decision-making which will lead to an accurate understanding of a patient’s health problem. Implemented Neural Network and SVM model which takes one-hot, dense embedding or node-embedding to predict probable diseases from given symptoms name or symptoms definitions.--> Generating question-answer pairs using knowledge graph(KG) triples as input. Fine-tuned GPT2 Decoder model from hugging-face and taking input as KG triples, semantic and triples word embedding from HF embedding Layer. Trained TransE model to generate entity and relation embeddings over CORD-19 dataset

Bangalore Urban District, Karnataka, India

TeamWave is the best small business CRM, project management & HRMS software. A better way to manage your projects, team and sales.Build CRM module for android and iOS Platform from scratch.Interviewed applicants for mobile developer and guided candidates to work on PM Module

Bangalore

EduChat is specifically designed for the use of teachers, students and parents to stay involved in their child’s world of education.Worked on designing UI and fixing bugs and improving application performance.Developed new features like announcement by Teachers, parent’s Query, Registration through mobile and Manage Contacts and Classes.Implemented Online Video Streaming using HLS ExoPlayer which result in low load time for video and its smoother and faster.

Iit Kanpur

Developed Shabdnagari Android App from scratch using some standard libraries as a team of 4 members guided by me.It's a Hindi social networking portal, allows users to read and write content in Hindi. Users can post articles, pictures,videos, and questions using the tools provided on the website.Improved application scalability and interface and debug no of issues which results in increase in no of users

Developed three android applications as a team of 2 members from scratch Restaurant application facilitates restaurants to manage orders along with connecting them to delivery partner User application helps the users to order food from nearby restaurants and track delivery boy position Delivery application assists the delivery boy to manage orders and to know the details of current order and provide shortest path on map by which he can deliver orders in fastest and effortless wayWorked in Designing, Coding and Testing Phases of mobile front-hand and back-hand portion by using Json parsing, AsyncTask ,DB Helper, Service and many more libraries to make the UI smooth and fast workingLink of Apps are :https://play.google.com/store/apps/details?id=com.foodmonk.androidapphttps://play.google.com/store/apps/details?id=com.business.androidhttps://play.google.com/store/apps/details?id=com.fedlo.android

Master Of Technology - Mtech, Artificial Intelligence

Bachelor'S Degree, Electrical Engineering

Activities and Societies: Electronics projects and Software Development.

12Th, Science