Siddharth Kumar

Experience

• 

  SPARK, E-Cell

  Oct 2021 - May 2023

  o Curated content to ensure high engagement and brand communication. o Worked with other departments to make a social media timeline and plan the ad campaign of our flagship event. o Hosted online and offline events.

  • Chief People Officer

    Oct 2022 - May 2023

  • Social Media Executive

    Oct 2021 - Sept 2022
• 

  Enactus Bennett University

  Oct 2021 - Nov 2022

  o Assisted in defining the project objectives and performed strategic and risk analysis.o Developing Project Etasa which aims to support acid attack survivors. o Performed market research and analysis for sustainable products and selling channels. o Coordinated with manufacturers/vendors for the execution of project. o Created an itinerary for a Linked In Masterclass.o Contacted Enactuses all over India. o Reached out to Startup founders/ Influencers/ Bollywood Celebs.

  • Joint Secretary

    Sept 2022 - Nov 2022

  • Project management

    Nov 2021 - Sept 2022

  • Public Relations and Outreach

    Oct 2021 - Sept 2022
• 

  GDSC BU

  Jan 2022 - Jul 2022

  Volunteer
• 

  Castify

  Sept 2022 - Jan 2023

  • Founder

    Jun 2022 - Jan 2023

  • Secretary

    Sept 2022 - Nov 2022
• 

  Bennett University

  Dec 2022 - Apr 2023

  Deep Learning Research Intern

  • Applied Deep Learning models Densenet169 & Mobilenetv2 to predict COVID-19.• Preprocessed the images (CT scan) and achieved an overall accuracy of 95%.• Used XAI techniques such as Grad Cam and SHAP.

• 

  Hult Prize at Bennett University

  Jan 2023 - Mar 2023

  Deputy Director
• 

  Publicis Groupe

  Apr 2023 - Jun 2023

  Data Science Intern

  • Utilized the SLSQP solver to optimize the number of orders while minimizing costs. Developed a Linear Programming model incorporating necessary constraints.• Employed Random Forest Regressor and Support Vector Regressor to determine the effectiveness of various advertisement campaigns for Pepsi and Mountain Dew.• Applied Time Series models such as ARIMA, SARIMAX, and the Prophet library to accurately forecast GRPs (Gross Rating Points).• Explored the application of Hierarchical Classification using Bayesian Optimization techniques. Show less

• 

  Career Services Center - Bennett University

  Apr 2023 - now

  • Co Lead

    Jan 2024 - now

  • Placement Coordinator

    Apr 2023 - Jan 2024
• 

  NITI Aayog

  Jun 2023 - Aug 2023

  Data Science Intern

  •Collaborated with Deloitte on the development of a Text-to-SQL project, leveraging Lang chain and Open AI’s Large Language Model (LLM).•Designed and implemented a Semantic Search algorithm for the WEP app, employing MiniLMv2. Implemented data indexing using OpenSearch’s Node on Docker, enhancing search efficiency and data management.•Conducted a comprehensive analysis of NDAP’s limitations and conducted benchmarking assessments. Proposed innovative solutions to overhaul the existing NDAP framework, driving significant improvements. Show less