Research Associate

• May 2020 - Present

Objective: Measurement of Corporate Culture & Financial Performance using Transcripts of US Firms • Extracted the Q/A section from the Earnings Call Transcripts to avoid "cheap talk" inside the Management Presentation section. • Matched company names to GVKEY using Fuzzy matching, then preprocessed and parsed the data using Stanford CoreNLP package. • Used Phraser & word2vec model of Gensim to learn phrases, MWEs & obtained word vectors for each corporate values eg. Innovation. • Measured the corporate culture for each firm year wise and calculated correlations b/w the scores and corresponding firm characteristics.

Associate Researcher

• Jun 2020 - Present

Objective: Prediction of Communication Index between Examiners using USPTO Dataset • Scraped Patent Applications data (SRNTs) using Google API & converted the data into CSVs using Tesseract-OCR & pdf2image. • Preprocessed Data using Pandas to create Examiner-SRNT mapping & then parsed the Data using Regex to eliminate non-alpha characters. • Applied Word Embedding Model using BERT & PyTorch on the Search Strings column of the Data frame to obtain word vectors. • Computed Cosine similarity b/w the word vectors of SRNTs of each examiner with one another to predict the communication index.

Deep Learning Intern

• Dec 2020 - Present

• Developed a Deep Learning algorithm using PyTorch Lightning that outperformed the existing bottom up & optimal reconciliation based algorithms. • Modified the algorithm to leverage the information of all time series at all levels of aggregation to produce a consistent and more accurate forecast. • Developed a Deep Learning algorithm using PyTorch Lightning that outperformed the existing bottom up & optimal reconciliation based algorithms. • Modified the algorithm to leverage the information of all time series at all levels of aggregation to produce a consistent and more accurate forecast.

Senior Core Team Member

• Oct 2020 - Present

Technology Secretary

• Aug 2019 - Present

• Managed publicity of all the technology events held in Open IIT, General Championship & ensured active participation by students. • Allocated & Channelized the Hall Budget of 2.5L for all the technical requirements of Hall across 10 different technological events. • Managed publicity of all the technology events held in Open IIT, General Championship & ensured active participation by students. • Allocated & Channelized the Hall Budget of 2.5L for all the technical requirements of Hall across 10 different technological events.

Analyst

• May 2022 - Jul 2022

Offer Personalization on Eligibility Checker (UK) Offer Personalization on Eligibility Checker (UK)

Student Member

• Aug 2019 - Feb 2020

Working under the Dean of Alumni Affairs and International Relations, Team Students' Alumni Cell strives to establish and nurture the interaction between the Institute and its alumni. It has served as a platform facilitating communication between the current students of IIT Kharagpur and their predecessors. The team works on facets like Networking, Publications and Events with an objective to keep the alumni connected to their Alma Mater and updated about the latest happenings in the Institute. We organize events like the Annual Alumni Meet (Reunion), Regional Student-Alumni Meet, Guest Lectures and carry on programmes like the Student Alumni Mentorship to meet our objective.

Senior Executive Member

• Jul 2019 - Feb 2020

• Designed the current website of Gopali Youth Welfare Society Light & mentored 7 Junior Web Design Executive Team members. • Worked and raised fund to provide free education to 250+ underprivileged children at our school Jagrati Vidya Mandir. • Part of Annual Donation Drive Yogdaan 20 team which raised 5 Lacs for the installation of smart classes in our JVM school. • Designed the current website of Gopali Youth Welfare Society Light & mentored 7 Junior Web Design Executive Team members. • Worked and raised fund to provide free education to 250+ underprivileged children at our school Jagrati Vidya Mandir. • Part of Annual Donation Drive Yogdaan 20 team which raised 5 Lacs for the installation of smart classes in our JVM school.