Skip to content
View Dusi-81wb's full-sized avatar
2 followers · 1 following

Achievements

Achievement: Pair Extraordinaire

Achievements

Achievement: Pair Extraordinaire

Highlights

  • Pro

Block or report Dusi-81wb

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.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

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

Report abuse
Dusi-81wb/README.md

⚡ About Me

Developer Profile:
  Name: Kathika Samrat
  GitHub: @Dusi-81wb
  Focus: Deep Learning, CUDA Hardware Acceleration & Voice Intelligence
  Core Stack: Python, PyTorch, Transformers, CUDA 13, TypeScript, FasterWhisper
  Current Project: Nina — High-Performance Voice-to-Text Emotion Engine

🚀 Featured Engineering Projects

🎙️ Nina Engine

Modular Voice-to-Text Emotion Detection Component

High-performance NLP pipeline featuring fine-tuned DistilBERT on NVIDIA CUDA GPUs (86.00% Test Accuracy), FasterWhisper ASR, and real-time inference latency under 185 ms.

PyTorch Transformers Tests

🧠 Deep Agentic AI Systems

Autonomous AI Workflows & Multi-Agent Architecture

Designing intelligent multi-agent orchestration pipelines, context-aware memory vector stores, and custom LLM evaluation harnesses.

Python Modular

🛠️ Tech Stack & Weapons of Choice

Domain Technologies & Frameworks
AI / ML & Compute PyTorch Transformers CUDA 13 FasterWhisper Scikit-Learn NumPy
Languages Python TypeScript JavaScript C++ SQL
Backend & Web FastAPI Node.js REST APIs HTML5/CSS3
DevOps & Tools Git GitHub Actions Docker VS Code PowerShell

📊 GitHub Activity & Cyberpunk Stats


GitHub Stats Top Languages

GitHub Streak
Built with ❤️ by Kathika Samrat (@Dusi-81wb)

Popular repositories Loading

  1. TWIB TWIB Public

    Build, orchestrate, and monitor autonomous AI agents with real-time workflows, secure APIs, and modern full-stack architecture.

    Python 2

  2. samrat-ai samrat-ai Public

    Privacy-first local AI assistant with RAG pipeline built with Ollama, FAISS and Streamlit. Runs 100% on-device with zero cloud dependency.

    Python 1

  3. Nina Nina Public

    Python 1

  4. Portfolio Portfolio Public

    My Portfolio ;)

    TypeScript 1

  5. METFI METFI Public

    Autonomous AI Finance Controller closing the finance-ops loop: multi-source reconciliation, double-entry ledger balancing, cash posture tracking, verifiable exception triage, and grounded settlemen…

    Python 1

  6. email_scheduler email_scheduler Public

    Production-grade cold email scheduler & dispatcher featuring BullMQ delayed queues, Redis AOF persistence, sliding-window rate limiting, and Next.js 14 dashboard.

    TypeScript 1