The initial 10 weeks were dedicated to mentoring our juniors in machine learning, computer vision, and natural language processing. We provided hands-on tasks and projects to enhance their practical knowledge.ML Workshop:An in-depth, hands-on event with 120+ participants, covering foundational Machine Learning concepts, NLP, and CV. The workshop emphasized applying theoretical knowledge to practical scenarios, essential for our rapidly evolving tech landscape.Re-Quest 2.0:Our Stranger Things-themed game fair attracted 450+ participants, combining technical and non-technical challenges. It highlighted the power of creative thinking and teamwork in overcoming complex challenges.HackNiche 2.0:A flagship event with a 2 Lakh prize pool, drawing 1800+ registrations and 200 participants. The hackathon showcased creativity and innovation under pressure, developing solutions to real-world problems.NGO Visit:Collaborations with local NGO provided education and career guidance to numerous students. This visit, enriched with fun activities and interactive talks, reinforced the value of giving back to the community and inspiring the next generation.For the later part of the tenure, we mentored research projects across domains like computer vision, NLP, deep learning, computational biology, and finance, emphasizing interdisciplinary research.

- Review Analytics with NLP: Conducted real-time app review analytics using web scraping, N-gram & LDA-based topic modeling, and fine-tuned BERT for sentiment analysis. This helped identify core issues and bugs, enhancing user understanding and satisfaction.- Python Automation: Developed Python scripts to automate Excel and bond market data processing tasks, reducing turnaround time by 97%. This resulted in significant time and cost savings, greatly improving operational efficiency.- CSVQueryBot: Utilized LangChain and OpenAI APIs to convert natural language user queries into pandas code for performing data analytics on user-uploaded CSV files, streamlining the data exploration process.- Web Development: Designed and built web pages using ReactJS and Firebase for HDFC Sky, optimizing the customer onboarding journey via referral tracking. These web pages have successfully managed over 2.3 million requests.