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Nakshathra-2808/README.md
Typing SVG


💡 About Me

  • 🎓 Final year CSE student at St. Joseph's Institute of Technology, Chennai — CGPA 8.66 / 10
  • 🤖 Building AI systems with RAG, LLMs, NLP — FinTrustRAG is my flagship research project (targeting IEEE)
  • 🌐 Full-stack developer: React · Node.js · PostgreSQL · REST APIs
  • 🛰️ Accepted for Global Customer Operations at SES (satellite communications) — post-graduation
  • 📖 Open source contributor via GSSoC 2026 — active PRs on LeadOrbit & pdfToPng
  • 🏆 1000+ Skillrack problems · Oracle OCI Gen AI Certified · IBM Python for Data Science

🛠️ Tech Stack

Languages

Python JavaScript Java SQL C

AI / ML / NLP

LangChain FAISS scikit--learn Streamlit

Web & Backend

React Node.js PostgreSQL FastAPI

Cloud & Tools

Oracle Cloud Apache Kafka Git Power BI


🚀 Featured Projects

🔬 FinTrustRAG — Financial Document Intelligence System

Python · LangChain · FAISS · BM25 · LLaMA 3.1 · FastAPI · React · Targeting IEEE

  • RAG pipeline (FAISS + BM25 + Reciprocal Rank Fusion) for querying SEC 10-K annual reports
  • Novel Numerical Consistency Trust Scorer (NCTS: T = 0.6×G + 0.4×M) to detect hallucinations in financial QA
  • Batch evaluation pipeline with error analysis, inter-annotator agreement, and 2% plagiarism similarity

GitHub


💰 FinanceTracker — Full-Stack Personal Finance App

React · Node.js · PostgreSQL · Collaborative project

  • Collaborative app with expense management, budgeting, and data visualization
  • Dark mode toggle with React Context + localStorage theme persistence
  • RESTful API endpoints with PostgreSQL for reliable transaction storage

GitHub


🌱 Open Source — GSSoC 2026

Project Contribution
LeadOrbit (CRM platform) Fixed aria-current accessibility across 5 HTML files; resolved merge conflicts
pdfToPng Improved PDF-to-PNG conversion logic and output quality
dbportal (React/TypeScript DB GUI) Raised issues, submitted multiple PRs for bug fixes & accessibility

📊 GitHub Stats

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📜 Certifications & Achievements

Certification Issuer
OCI Generative AI Professional Oracle
Python for Data Science IBM
SQL and Relational Databases IBM
Data Science Foundation Infosys

🏅 2nd Place — Paper Presentation, Anandh Institute
🏅 2nd Place & Best Delegate — MUN Conference
🏆 Finalist — Ideathon & Blaze a Trail Hackathon (SJIT)
🏆 Top 10 Teams — Idea Presentation (148/200), SJCE


📬 Let's Connect

Profile views

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