CDSL – Central Depository Services (India) Ltd.

Machine Learning Intern

● Built an Azure-hosted micro-services pipeline that ingests and cleans investor-grievance & help-desk records, standardising 40+ text fields with Python/SQL for downstream modelling.

● Fine-tuned BERT, RoBERTa, and Sentence-Transformers classifiers to auto-tag complaint category and escalation probability, with F1-score of 0.87 and accelerating response SLA.

● Risk-Score Model: merged four years of complaint frequency and turnaround metrics to predict a risk score for every DP/broker, powered by a matplotlib dashboard used by compliance teams for early-warning alerts.

● Retrieval-Augmented Generation assistant: indexed 10 k+ SEBI circulars & internal SOPs and deployed a local LLM workflow that drafts compliant responses and suggest actions, trimming manual triage time.

● Collaborated with Risk, Grievance Redressal, and Back-Office teams to gather requirements, present insights, and iterate on ML solutions, strengthening cross-functional communication skills.

KJSCE – Software Development Center

Software Engineer Intern

● Faculty Appointment Management System: Developed a MERN-based platform to manage faculty appointments for assessments, re-evaluations, and academic duties, with automated email notifications for real-time updates.

● FDC Funding & Reimbursement Portal: Built a multi-step form system with dynamic fields, file uploads, and role-based access for funding requests and reimbursements using React, Node.js, Cloudinary, and MongoDB.

● Implemented secure authentication and role-based access control to ensure data privacy and compliance with institutional policies.

● Enhanced performance, responsiveness, and scalability through React optimizations, RESTful APIs, and efficient MongoDB queries.

Emfinity KJSCE

Tech Team Member

● Responsible for maintaining and creating datasets of math problems required for events and workshops.

● Oversaw all mathematical logic behind events, workshops, and social media series, ensuring quality and accuracy.

● Participated in daily technical sessions, conducted technical events, and created/solved challenging math problems.

● Classified and categorized questions for events while brainstorming innovative math competitions and event formats.

KJSCE Yugandhar

Audio & Media Head

● Served as the Audio Head, managing end-to-end audio production for cultural fest (3000+ attendees) and backstage setup.

● Contributed to video editing, promotional content creation, and script writing for cultural events and performances.

KJSCE SAHAS

Tech Head

● Handled all technical details and backend systems for council events, including website and data management.

● Organized and coordinated impactful events like social drives in orphanages, beach cleanups, and awareness campaigns.