Nov 2023 – Jun 2025 · 1 yr 7 mos · Remote

• ▪ Investigated correlation between types/targets of hate speech and denial of agency in language, a key factor in human cognition and social dynamics highlighting the impact on social cohesion and individual well-being.
• ▪ Led a collaborative annotation exercise with a 5-member team to define "agency" levels and prepare labelled data for validation.
• ▪ Utilised BERTAgent(BERT language model) and Riveter(connotation frames and coreference resolution of personas), to quantitatively analyse linguistic agency by extracting features relevant to agency (verbs, pronouns, modals).
• ▪ Enhanced analysis through comparison with large language models, including parameter and fine-tuning of GPT 3.5 model for agency classification, refined through extensive prompt engineering, and benchmarked against an open-source LLM.

Jan 2022 – Jan 2023 · 1 yr · Aachen, North Rhine-Westphalia, Germany

• I head and am responsible for the corporate development and collaboration team of the student association. The aim of the Aachen Consulting Club is to promote the awareness of MINT students for management consulting and to familiarize them with the way of thinking and the specific skills of a consultant through training and workshops.

Feb 2021 – Mar 2022 · 1 yr 1 mo · Noida, Uttar Pradesh, India

• India Behavioural Economics Network (IBEN) is a vibrant community of behavioural enthusiasts in India. IBEN is keen on advancing the incorporation of the behavioural science in academia, policy and industry in India.

Aug 2018 – Mar 2021 · 2 yrs 7 mos · Gurgaon, India

• ▪ Full ownership in a 5 member team, to perform product purchase propensity calculation for a global FMCG major with customer visit prediction, purchase possibility, and personalised product recommendation on a Big Data stack(Hadoop) - Pyspark and Hive.
• ▪ Enhanced marketing ROI for a leading CPG brand in the USA by applying market mix modelling techniques to optimise TV and digital campaigns, visualised through an intuitive Excel dashboard.
• ▪ Reduced employee attrition for a major CPG company by almost 20% through predictive analytics and driver analysis, refining data sources and leveraging Python and Tableau for actionable insights, informing HR strategy and retention efforts.
• ▪ Proficient in Agile methodology and use of JIRA platform, conducted sprint planning and prioritisation, scrum / daily stand-ups, user story estimations and sprint retrospectives.
• ▪ Spearheaded the development of an NLU engine within the NLP division, significantly enhancing intent classification and entity extraction capabilities using the Rasa Framework, driving product innovation.
• ▪ Boosted e-commerce client's conversion rates by 15% through in-depth correlation analysis and strategic optimizations, addressing multiple factors to refine their online marketing efforts.
• ▪ Conceptualised and executed a CRM visualisation platform for a Fortune 500 client, employing Power BI, Domo, and SQL to deliver insightful data visualisations, streamlining business processes and client management.

Jan 2018 – Jun 2018 · 5 mos · Bengaluru, Karnataka, India

• ▪ Implemented predictive analytics, data visualisation tools and Robotic Process Automation to automate workflows, enhancing project efficiency and accuracy in multiple business intelligence initiatives.
• ▪ Utilised Tableau and advanced clustering algorithms to minimise trade mismatches by 14%, significantly improving data visibility and operational efficiency across key projects.

Jun 2017 – Jul 2017 · 1 mo · Lebanon

• ▪ Innovated in the automation and precision calibration of Digital Sampling Oscilloscopes (DSO) and related hardware using machine learning techniques, significantly enhancing device reliability leading to process optimization of over 90%.
• ▪ Contributed to the field engineering division by setting up and configuring network switches, employing shell scripts for efficient compliance testing. This role was pivotal in maintaining high standards of network functionality and security.

Dec 2016 – Mar 2017 · 3 mos · India

• Developed an app based on the BLE protocol for Bluetooth beacons and setting up cloud servers on Digital Ocean and AWS. Also assisted in the deployment of a navigation app based on the GT06 tracker protocol

Jun 2016 – Jul 2016 · 1 mo · Noida, Uttar Pradesh, India

• Pioneered the development of an intelligent system for the automated interpretation of gas meter readings, leveraging image processing and neural network technologies. Integrated the solution with Android Studio for real-time data relay, contributing to a government-sanctioned Smart City Project.

Mar 2016 – May 2016 · 2 mos · India

• Worked on Wifi module firmware and rest servers in Java for connecting wearables for mining workers and also developed a database software for the same.

Dec 2015 – Jan 2016 · 1 mo · Noida, Uttar Pradesh, India

• Learnt the .Net framework and basics of ASP.net along with elementary HTML/CSS and Javascript. After training designed rudimentary web applications and did data connectivity for the same.