Farooque Abdullah

Experience

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  Verzeo

  Dec 2021 - Feb 2022

  Machine Learning Intern

  Build a model to predict car price. Did Sentimental analysis of restaurant reviews .

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  Tata Elxsi

  Jul 2023 - Nov 2024

  AI Engineer

  Projects:-HRTECH:- A generative AI based Chatbot integrated into Microsoft teams for HR policy related queries* Use Retrieval Augmented Generation.* Made it scalable for multi users.* Used locally hosted LLM ( llama3.1-8B) and embedding model (BGE-large), Redis for database and Qdrant for vector database.* Deployed the app on GPU using docker* Can be acced via Microsoft teams appVOICEBOT :- Generative AI based VoiceBot/Chatbot application* End to end VoiceBot application using large language models (OpenAI's, Gemini, Llama,etc).•Implementing frontend and backend. Building frontend in Streamlit, API endpoints using FastAPI.* Implementation of voice based chatbots/voicebots, implementation of vector databases, RAG pipelines, Advanced RAGs, AgenticRAG, Text to speech, Speech to text functionalities.* Implemented tools and agents for accessing Jira, querying over SQL & CSV data, retrieving recent news, generating financial reports,generating python codes, etc.* Implementing real-time Text to speech. Decreased inference time of open source Text to Speech model to approx 2-3 seconds.* Hosting application on local GPU server and AWS instance, showcasing it to different clients, making it available for other teams.Integrating the ChatBot with Microsoft Teams and Slack using webhooks.Audio content moderation (Arabic audio content filtering)* Machine learning/Deep learning based approach for audio content moderation.* Filtering abusive Arabic words from Arabic movie or web series.* Word level time-stamping of subtitles and muting the profane words. Show less

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  SAP

  Nov 2024 - now

  Associate Data Scientist