Jul 2021 – Feb 2023 · 1 yr 7 mos · Bengaluru, Karnataka, India

May 2020 – Jul 2020 · 2 mos

• Learner : Question-Answer Pair Generator
• Modelled an active learning process using NLP that generates Q-A pairs from text inputs with a bleu score of 0.52
• Developed a Paragraph extraction model that incorporates Monkey Learn keyword extraction API to create sub-topics

May 2019 – Jul 2019 · 2 mos · Mumbai Metropolitan Region

• Developed a Nifty forecasting model using LSTM, Pre-processed using Wavelet transform and Auto encoders
• Implemented 75 technical indicators capturing various market variables and wrapped them to forecast market direction
• Developed Robust log optimal Portfolio Management strategy that assign weights by maximizing the expected log returns
• Received Letter of Recommendation from Director, Alpha Alternatives for high quality deliverable & exceptional work ethics

Dec 2018 – May 2019 · 5 mos

• Led a team of 25+ as a protagonist achieving first position in Rendezvous'18 by conceptualizing theme Conjecture
• Revamped publicity of society by organizing first ever inter-college dance workshop and improved inter-college PR

Jun 2018 – Aug 2018 · 2 mos · Greater Delhi Area

• Learn-buddy App: Used NLP and machine learning techniques to develop an automatic answer validation system.
• Pre-processed sentence features using Glove-embedding and Google word2vec model .
• Developed a linear SVM ,a multi-layer perceptron model for estimating semantic sentence similarity using python.
• Implemented MySQL as a database to save and retrieve word embedding, data set required for training the models.
• Conceived a working prototype of the Learn Buddy API and deployed it on google app engine.

Apr 2018 – May 2018 · 1 mo

• Choreographed a performance, Directed a team of 15+ freshers, managed props and costumes in a shoestring budget .

Jul 2017 – Dec 2018 · 1 yr 5 mos

• Received award for significant contribution to cultural activities in the academic year 2017-2018
• 1st position, Rendezvous, among 10+ colleges in Choreography dance competition, theme Rashmirathi(National) ('17)
• 3rd position,Mood Indigo,Indigo Saga,2nd best finish by IIT Delhi in dance in Asia's largest cultural fest(National)('17)