Skip to content
View ysocrius's full-sized avatar

Block or report ysocrius

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ysocrius/README.md

Hi there πŸ‘‹, I'm Yeshwanth!

I build production-grade AI systems that solve real-world problems, specializing in Intelligent Document Processing and AI Compliance Systems.

πŸ“Š Quick Stats

  • 🎯 28+ Public Repositories with live deployments
  • πŸš€ 5+ Production AI Systems serving real users
  • πŸ’» Tech Stack: Python, TypeScript, React, Next.js, FastAPI
  • 🌟 Specialization: AI/ML Engineering, Full-Stack Development
  • ☁️ Azure Certified (AZ-900)
  • πŸ“ˆ 95%+ Accuracy on ML evaluation frameworks

πŸ”§ Technologies & Tools

Frontend & Mobile

React Next.js TypeScript Tailwind Flutter IndexedDB

Backend & Database

Python FastAPI Node.js PostgreSQL MongoDB SQLite

AI & ML

OpenAI LangChain PyTorch HuggingFace Pydantic

Cloud & DevOps

Azure Docker Git

πŸ’‘ What I Do Best

  • 🎯 AI/ML Systems: Building evaluation frameworks, NLI models, RAG architectures
  • πŸ“„ Document Intelligence: PDF to structured data with 95%+ extraction accuracy
  • πŸ”’ AI Compliance: Hallucination prevention, drift detection, audit systems
  • 🌐 Full Stack Development: Next.js + FastAPI production deployments
  • πŸ’° Fintech/Offline-First: PWAs with sync engines, payment integration

πŸš€ Featured Projects

AI compliance system for corporate sustainability reports

  • Tech: Python, GPT-4o, Pydantic V2, NLI Cross-Encoders, RAG
  • Impact: 92% agreement with human auditors, automated 40+ hour audits
  • Highlights: Drift detection (0-3 scale), Sankey visualizations, zero hallucinations

LLM evaluation framework with multi-metric scoring

  • Tech: Python, Sentence-Transformers, PyTorch, HuggingFace
  • Impact: 95% test coverage, 34% drift detection across test datasets
  • Highlights: Relevance, groundedness, toxicity metrics with caching optimization

AI document processor converting PDFs to structured Excel

  • Tech: React, FastAPI, MongoDB, OpenAI, WebSockets
  • Impact: 95%+ extraction accuracy, processed 1000+ documents
  • Highlights: Real-time streaming, self-improving AI system

Offline-first financial PWA with bi-directional sync

  • Tech: Next.js 15, FastAPI, PostgreSQL, IndexedDB
  • Impact: Zero-latency UX in low-connectivity areas
  • Highlights: Custom sync engine, conflict resolution, 95+ Lighthouse score

Perplexity-style RAG chat with precise citations

  • Tech: Next.js 14, FastAPI, PostgreSQL, LangChain, FAISS, SSE
  • Features: Real-time streaming, vector search, queue-based architecture
  • Highlights: Page-level citations, animated generative UI

Enterprise backend with async task processing

  • Tech: Django 4.2, PostgreSQL, Celery, Redis, Docker
  • Features: Async task queues, Excel data ingestion, Swagger docs
  • Highlights: Containerized deployment, comprehensive testing

Production platform with payment gateway

  • Tech: Flask, MongoDB, Razorpay, OAuth, JWT
  • Features: Payment processing, PDF receipts, role-based auth
  • Highlights: Live production system serving real users

Agentic meeting analyzer with autonomous workflows - Tech: Next.js 14, FastAPI, LangGraph, RAG (FAISS/pgvector) - Highlight: "Built a Citation Engine that highlights exact source paragraphs in PDFs. Used LangGraph to manage the chat state and SSE for real-time token streaming."

  • Talk-to-Figma (MCP)

    • Tech: TypeScript, Model Context Protocol
    • Highlight: "Optimized the MCP Server for Figma to enable npx execution on Windows, resolving cross-platform compatibility for AI Agent workflows."
  • Insight Engine

    • Tech: Python, OpenAI, Custom Agents
    • Highlight: "Architected a Multi-Agent Router system from scratch to dynamically select tools for meeting analysis. Currently migrating logic to LangGraph."

πŸŽ“ StudySync AI | Live

AI-powered educational platform

  • Tech: React, Vite, Tailwind, OpenAI
  • Features: Document processing, AI summaries, interactive Q&A

🎯 Open To

  • Data Science Internships/Roles
  • AI/ML Engineering Positions
  • Full-Stack Development (AI-focused)
  • Research Collaborations in NLP/Document Intelligence

πŸ“ˆ GitHub Activity

28+ Public Repositories β€’ Active Daily β€’ Production AI Systems

πŸ”₯ Specializing in Document Intelligence, AI Compliance, and LLM Evaluation

πŸ’¬ Let's Connect!

LinkedIn GitHub Email

Pinned Loading

  1. FER_using_DeepFace FER_using_DeepFace Public

    It is project that utilizes the DeepFace framework or technology for recognizing and analyzing emotions in human faces. DeepFace is a deep learning framework developed by Facebook that specializes …

    Python

  2. gansh-1-temple-management-system gansh-1-temple-management-system Public

    Website for https://g.co/kgs/N6mdMtL

    HTML

  3. MATH_AI_AGENT MATH_AI_AGENT Public

    MathSolver is an intelligent, domain-specific AI agent designed for mathematics education and problem-solving. It combines computer vision, natural language processing, and symbolic mathematics to …

    Python

  4. Talk-to-Figma-Cursor Talk-to-Figma-Cursor Public

    Model Context Protocol (MCP) integration between Cursor AI and Figma

    JavaScript 2 1

  5. trivy_react_native trivy_react_native Public

    A React Native application featuring a card management interface with freeze functionality and modern UI design.

    JavaScript