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Harras3/README.md

Hi there, I'm Harras Mansoor 👋

AI Engineer | Building Production-Scale AI Systems | Open Source Contributor

I specialize in developing and deploying advanced AI systems with a focus on RAG, LLMs, Voice Agents, Speech-to-Text, and Text-to-Speech. Currently engineering AI solutions for Fortune 100 companies at Avirso.

🔬 What I'm Working On

  • Contributing to Hugging Face TRL (Transformer Reinforcement Learning) - 16.3k+ ⭐
  • Contributing to OpenVoiceChat - A library for creating voice agents (252 ⭐)
  • Researching hallucination-free speech-to-text systems
  • Developing end-to-end audio models for voice interactions

🎯 Notable Projects

🗣️ Unhallucinated Faster Whisper - Reducing hallucinations in OpenAI Whisper models when processing audio with human noise. Available on PyPI and actively used in production environments.

🤖 OpenVoiceChat - Open-source library enabling developers to build sophisticated voice agents with integrated RAG capabilities and end-to-end audio processing.

⚖️ CaseLink - AI-powered all-in-one solution for law firms featuring legal research assistant with RAG, document generation, and Redis caching for optimized performance.

🔊 First Arabic EOU Model - Created the first open-source end-of-utterance detection model for Arabic language, enabling natural conversation flow in voice agents.

⚡ Enterprise-Grade RAG - Modular RAG implementation with NVIDIA NeMo guardrails, semantic caching, and Redis vector database.

📚 Published Research

Mitigating Hallucinations in Speech-to-Text Systems - IEEE 4th International Conference on Computing and Machine Intelligence (ICMI)

💻 Tech Stack

AI/ML: PyTorch • TensorFlow • LangChain • LangGraph • CrewAI • Hugging Face

Infrastructure: CUDA • TensorRT • Triton Inference Server • Microsoft Foundry • Google Vertex AI

Databases: Redis • Weaviate • MongoDB • DynamoDB • Google Bigtable

Languages: Python • C++ • C • C# • CUDA • Go

🏆 Achievements

  • 3 merged PRs to Hugging Face's TRL repository
  • Published research paper at IEEE ICMI conference
  • 2x AWS Scholarship recipient for Nanodegrees
  • President of Microsoft Learn Student Ambassadors at FAST NUCES Islamabad

🎓 Certifications

  • Model Parallelism: Building and Deploying Large Neural Networks - NVIDIA
  • Custom ASR for Speech AI - NVIDIA
  • Computer Vision for Industrial Inspection - NVIDIA

📫 Let's Connect

LinkedIn Email

💡 Passionate about pushing the boundaries of AI, particularly in voice and speech technologies. Open to collaborations on cutting-edge AI projects.

Pinned Loading

  1. unhallucinated-faster-whisper unhallucinated-faster-whisper Public

    'unhallucinated-faster-whisper,' a powerful enhancement built on the faster-whisper framework for audio transcription.

    Python 10 1

  2. Enterprise-Grade-RAG Enterprise-Grade-RAG Public

    This is a RAG based chatbot in which semantic cache and guardrails have been incorporated.

    HTML 13 3

  3. trl trl Public

    Forked from huggingface/trl

    Train transformer language models with reinforcement learning.

    Python

  4. CUDA-Project CUDA-Project Public

    Developed CUDA-optimized code for efficient training of deep learning models.

    Cuda

  5. Arabic_EOU Arabic_EOU Public

    End of utterance model for Arabic

    Jupyter Notebook

  6. Multithreaded-dummy-Neural-Network Multithreaded-dummy-Neural-Network Public

    This is code for a multithreaded dummy neural network in C++

    C++