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Anandhasasidharan/README.md

Hi πŸ‘‹, I'm Anandha Sasidharan

Building AI Systems β€’ Exploring LLMs β€’ Learning by Building


πŸš€ About Me

  • πŸŽ“ Undergraduate Student
  • πŸ€– Passionate about Artificial Intelligence and Machine Learning
  • 🧠 Exploring LLMs, SLMs, Alignment, Interpretability, and AI Safety
  • πŸ”¬ Interested in how neural networks think and reason
  • πŸ›  Building practical AI systems from training to deployment
  • πŸ“š Learning AI from first principles

🎯 Current Focus

LLMs & Transformers
β”œβ”€β”€ Fine-Tuning
β”œβ”€β”€ Alignment
β”œβ”€β”€ Evaluation
β”œβ”€β”€ Interpretability
└── Agent Systems

Machine Learning
β”œβ”€β”€ Deep Learning
β”œβ”€β”€ NLP
β”œβ”€β”€ Computer Vision
└── MLOps

Systems
β”œβ”€β”€ Python
β”œβ”€β”€ APIs
β”œβ”€β”€ Databases
└── Cloud Deployment

πŸ— Featured Projects

VeriAlign

AI-powered verification and fact-checking pipeline.

Focus Areas

  • Claim Extraction
  • Evidence Retrieval
  • Contradiction Detection
  • Confidence Scoring
  • Explainable Verification

Community AI Audit

Open-source framework for auditing AI systems.

Features

  • Model Evaluation
  • Bias Analysis
  • Safety Checks
  • Performance Metrics
  • Reporting Dashboard

SLM Training Experiments

Training and fine-tuning Small Language Models using:

  • Unsloth
  • QLoRA
  • Kaggle GPUs
  • Google Colab
  • Hugging Face

πŸ›  Tech Stack

Languages

Python

AI / ML

PyTorch Transformers

LLM Ecosystem

  • Hugging Face
  • Unsloth
  • LangChain
  • Ollama
  • LM Studio
  • vLLM

Tools

  • Git
  • GitHub
  • Docker
  • Linux
  • VS Code

πŸ“Š Learning Roadmap

  • Python Fundamentals
  • Machine Learning Basics
  • Deep Learning
  • LLM Fundamentals
  • Model Training at Scale
  • AI Alignment Research
  • Interpretability Research
  • Open Source AI Contributions

🌱 Philosophy

Learn deeply. Build consistently. Share openly.



🀝 Connect


⭐ Building toward becoming an AI Engineer and Researcher.

Pinned Loading

  1. AgentOps-Agent-System-Operations AgentOps-Agent-System-Operations Public

    Python

  2. community-ai-audit community-ai-audit Public

    Plugin-driven framework for auditing AI model behavior across providers and deployment targets. Run the same backdoor scan against OpenAI, Anthropic, local PyTorch models, or HuggingFace without ch…

    Python

  3. verialign verialign Public

    VeriAlign β€” A reverse proxy that intercepts LLM API calls and augments responses with verification metadata (claim extraction, source grounding, contradiction detection, confidence scoring, checkli…

    Python

  4. vulngpt-mcp-server vulngpt-mcp-server Public

    VulnGPT MCP Server for Puch AI Hackathon

    Python