Hi!! I’m Shrinjita Paul, a final-year AI Engineering student at SRMIST, KTR, working at the intersection of financial systems, generative and agentic AI, cloud computing, and IoT. My focus is on building intelligent, secure, and scalable AI products that solve real-world enterprise and infrastructure problems.
- Financial AI Systems: Digital banking, credit scoring, anomaly detection
- Generative & Agentic AI: RAG optimization, multimodal reasoning, autonomous workflows
- Cloud & Scalable Systems: AWS, Azure, OCI, serverless pipelines
- IoT & Smart Infrastructure: Sensor-driven analytics, edge computing
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🧾 Research Paper – Enhancing Generative AI with RAG
Comparative benchmarking of retrieval-augmented pipelines using Ollama and open-weight LLMs; published in an international AI conference.
Focus: Semantic chunking, evaluation metrics (BLEU, ROUGE, cosine similarity). -
🏦 UniPay – Citi Campus Innovation Challenge (Runner-Up)
End-to-end digital banking platform integrating UPI, cards, wallets, and AI insights for financial inclusion.
Stack: React (TypeScript), Node.js, Firebase, Stripe, Twilio, Tailwind CSS.
Impact: Recognized among 1,188 teams for secure payments and advanced analytics. -
🤖 AI-Powered Virtual Branch Manager – Standard Chartered Hackathon (Finalist)
Secure, video-interactive loan assistant featuring OCR, fraud detection, and facial verification.
Stack: Python, OpenCV, PaddleOCR, Flask, dual RAG pipeline.
Outcome: Enabled document verification and AI-based loan eligibility checks in real time.
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📊 Microfinance Expansion Dashboard
Interactive Power BI dashboard analyzing global microfinance growth opportunities using World Bank datasets. -
🧮 Healthcare BMI Statistical Analysis
SPSS + Python–based inferential analysis (ANOVA, t-test) on 250k+ healthcare records to assess BMI deviations across age groups. -
🧠 Early Parkinson’s Detection Using Voice Features
Machine learning model trained on vocal biomarkers to detect early Parkinson’s onset with interpretable diagnostics.
Projects involving AI agents, RAG-based automation, fintech innovation, or real-time analytics—particularly where AI meets scalable architecture and tangible human impact.