Hi!
I'm Ashish

Associate Machine Learning Scientist,WadhwaniAIAug 22 -Current

Associate Machine Learning Scientist WadhwaniAI

• Holds ownership of Pregnancy report Stratification (PRS) Project.
• Being touchpoint between Client and different teams for technical design and end to end deployment.
• Achieved specificity and sensitivity of 80% and 70% respectively in short interval of time with ready to deploy model.
• Explored different LLM's on Indian Languages for PRS usecases.
• Developed AI-based newborn virtual weighing machine with other anthropometric parameters.
• To run-on low-end devices such as mobiles, reduced AI model size by 92% and improve processing time by 91%, improving efficiency and prediction speed.
• Increased prediction accuracy by 20% by combining visual and tabular data.
• Conducted various model analyses (attention, weight distribution).
• Showcased analytical skills and ability to interpret complex AI model behavior.
• Build and Manage data collection pipeline with automatic data quality checks, that reduced data collection wastage by 30%.
• Performed POC’s for MNCH projects such as Growth Faltering, PRS.

Core AI SDE-2, Signzy Jan20 - Jan22

Research,IIT Kharagpur Jan-Aug 2022

Research Fellow, IIT Madras 2019

I am developing 3D reconstruction techniques using Machine learning.It's a part of my ongoing work on 3D geometry .We are using ShapeNet and Pascal VOC dataset for the same.

Junior ML Engineer Omdena 2019

• A team of 40 technocrate from 23 countries is working for social welfare to find out the real time solution for forest fire outbreak in Brazilian Forest using AI. The team will work for 8 weeks (2 months) i.e Oct 2019 to Dec 2019 to find out the solution . Our work includes Semantic Segmentation Problems with image classification.
• Project Link
• Blog Link

Research Fellow Under Professor Arun K. Pujari 2019

Under my research under Professor Arun K. Pujari Vice Chancellor,Central University Of Rajasthan,Ajmer I worked on 3D object reconstruction. Its like give me a image of object and I will construct the 3D of that object. We have used Shapenet 3D and Pascal Voc dataset with Deep Residual Networks(CNN).

Backend/Desktop Application Developement Intern at Orbet Softech May 2018-July-2018

At Orbet I worked on developing Student Online Test System with Marks Evalution Using Fuzzy Logic(Online Portal) with JSP,MySQL,HTML,CSS and develop various small Desktop Application in Java.

Marketing Intern,Content Creator,Designer at Unfold Craft May 2016- June 2018

At Unfold Craft I worked on Content Creator and also as a artist in Video Based on Friendship.As marketing intern I have worked in finding Sponsors for Independence Day video and also given music in a video on Raksha Bandhan

Head/Convenor Computer Society Of India BIT Mesra Chapter 2017-Currently Active

Under CSI I have organised various seminers.talks,activities,classes.I have also started AI club in the college.In CSI I have a greate team and we work dedicately and some of our activities are Codeing Competations like Freshers Code and Seminars by techniest on embedding systems and classes include python programming and Under CSI we have also stated a mentorship programme which helps student to develop project on various topics under seniors.

Operations Coordinator Under Quizophilic India 2017-2018

At Quiophilic my work is to handle management and analyze and improve organizational processes, and work to improve quality, productivity and efficiency for different Qizzing Events.I am also worked as in the main team for Enigma Quiz and IPL Auction I have also worked as Sponsorship Coordintor. I also worked as head in organising techQuiz in BIT Mesra.