CONTRAST: Session-Based Recommendation Research
Summary
Co-authored an IEEE paper introducing CONTRAST, a graph-based session recommender utilizing contrastive learning to achieve state-of-the-art results in recommendation systems.
Summary
Co-authored an IEEE paper introducing CONTRAST, a graph-based session recommender utilizing contrastive learning to achieve state-of-the-art results in recommendation systems.
Summary
Conducted comprehensive analysis of e-commerce data using MySQL and Python to identify key customer segments and sales trends, informing business decisions through data-driven insights.
Summary
Developed a Power BI dashboard to visualize over 500 sales transactions, enabling detailed sales analysis and data-driven decision-making for stakeholders across regions and categories.
Summary
Engineered a feedback platform that processed over 300 user suggestions, using feature upvote prioritization to guide product roadmaps and enable admin-side analytics for monitoring request trends.
Delhi, Delhi, India
Summary
Mentored over 20 students weekly in full-stack development, guiding them to successfully complete MERN stack projects and fostering practical coding skills.
Highlights
Guided 20+ students weekly through full-stack development principles, significantly enhancing their practical coding proficiency.
Enabled over 10 students to successfully complete MERN stack projects, translating theoretical knowledge into tangible applications.
Delhi, Delhi, India
Summary
Directed creative design and brand management for 20+ tech events, developing over 100 digital assets and engaging 1,000+ attendees.
Highlights
Developed 100+ digital assets and managed comprehensive branding for over 20 tech events, attracting more than 1,000 attendees.
Ensured consistent brand representation across all visual communications, enhancing event visibility and participant engagement.
Delhi, Delhi, India
Summary
Authored campaign posts and led content strategy for 5 flagship events, significantly boosting engagement and visibility for DTU's largest annual festival.
Highlights
Authored 10+ campaign posts and spearheaded content strategy for 5 flagship events, driving increased visibility and participation.
Contributed to the overall success and outreach of INNOVA DTU (INVICTUS Fest), the university's largest annual festival.
Delhi, Delhi, India
Summary
Conducted advanced machine learning research for agricultural applications and systematized scientific insights for lab-wide utilization.
Highlights
Trained a tomato leaf disease detector leveraging ResNet50 + attention models, achieving 90.2% accuracy in disease identification.
Consolidated insights from 20+ research papers into reusable documentation, streamlining knowledge transfer and accelerating future research efforts.
Delhi, Delhi, India
Summary
Developed and enhanced critical AWS IoT infrastructure, focusing on real-time data monitoring and system security for connected devices.
Highlights
Built a real-time AWS IoT dashboard to monitor and control 10+ connected devices with latency under 2 seconds, enhancing operational responsiveness.
Enhanced platform security by integrating reCAPTCHA and improved user experience via a multilingual interface, boosting system robustness and accessibility.