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Achievement: Pull SharkAchievement: Quickdraw

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NayanSaraff/README.md

Typing SVG

About Me

  • 🎓 3rd-year BTech student at Manipal Institute of Technology, Udupi
  • 📈 Long-term goal: quant developer — bridging software engineering with algorithmic trading and financial markets
  • 🛠️ Right now: shipping backend systems, AI-integrated web apps, and a cybersecurity capstone
  • 📊 Recently competed in IMC Prosperity (algorithmic trading), building a Python market-making bot across five iterations

Tech Stack

GitHub Stats

Featured Projects

Engineering Operations Intelligence Platform

An engineering-ops analytics platform with a Spring Boot + PostgreSQL backend, a Python/Pandas EDA pipeline, and a Power BI dashboard — designed to grow into a full production system with alerting, incident tracking, and predictive analytics.

Java Spring Boot PostgreSQL Python Power BI

CipherVault Enterprise

A zero-trust secure document and data protection platform — encryption, searchable encryption, digital signatures, integrity verification, and audit logging — built as a long-term cybersecurity capstone aimed at eventually going open-source or SaaS.

Python Java Spring Boot React PostgreSQL

RAG Application

A full-stack retrieval-augmented generation app with streaming responses, large-file handling, hybrid BM25 search, and cross-encoder reranking.

Streamlit Groq ChromaDB Sentence-Transformers

StockGro Terminal

A Bloomberg-style trading dashboard for NSE India stocks, paired with a data-driven stock analysis capstone using ARIMA, Prophet, LSTM, GARCH, and ensemble forecasting methods.

Streamlit Python Time Series

PromptCraft

A prompt engineering toolkit built across multiple iterations, with SSE streaming, caching, and usage analytics.

Node.js Express Groq API

ElectIQ India

An AI-powered Indian election guide built for a hackathon (Hack2Skill + Google for Developers), reaching an 88% AI evaluation score after iterative refinement.

Next.js Groq API Vercel

In Progress

Extending the Engineering Operations Intelligence Platform toward a full "Enterprise Digital Brain" — knowledge graph, semantic/graph RAG, and risk-prediction dashboards. Also building a cybersecurity + ML integrated project under a professor's guidance, alongside CipherVault Enterprise.

Currently Learning

Quantitative Finance · Stochastic Calculus · Algorithmic Trading · System Design · Agentic AI with Java (Spring AI, LangChain4j)

"Understand the market before you try to beat it."

Popular repositories Loading

  1. Data-Structures-and-Algorithms Data-Structures-and-Algorithms Public

    Conatins the source codes of Data structures and several Algorithms

    Java

  2. Web-Development Web-Development Public

    Contains project of web development

    CSS

  3. Data-Science-ML Data-Science-ML Public

    Jupyter Notebook

  4. LeetCode-Solutions LeetCode-Solutions Public

    Get the solutions of all leetcode problems

    Java

  5. Exoplanet-Detector Exoplanet-Detector Public

    Jupyter Notebook

  6. NayanSaraff NayanSaraff Public