About Syedusman
Urdu
Native or bilingual
Punjabi
Native or bilingual
English
Fluent
German
Basic
Experience
- SocialoctorsAi EngineerDIGITAL AND ITOctober 2023 - November 2024 (1 year and 1 month)Islamabad, PakistanLed the design and development of AI-driven systems in the Business Intelligence domain, including a natural language to SQL voice-enabled chatbot agent for data insights and reporting.Built a fully functional AI voice calling agent, integrating Twilio (telephony), OpenAI Whisper (speech-to-text), Gemma LLM via Ollama (dialogue management), and Coqui TTS (natural speech synthesis).Enhanced LLM response accuracy and grounding using vector databases and Retrieval-Augmented Generation (RAG) techniques.Developed and maintained ETL pipelines with Python and SQL to support scalable and efficient data processing workflows.Worked closely with cross-functional teams to support research and development initiatives, contributing to innovative AI solutions and production-ready deployments.
- SocialoctorsAI EngineerOctober 2023 - November 2024 (1 year and 1 month)Islamabad, Islamabad Capital Territory, Pakistan• Designed architecture for a NL-to-SQL voice enabled chatbot agent for Business Intelligence domain.• Developed an end-to-end AI voice calling agent integrating Twilio for telephony, Whisper for speech-to-text, Ollama Gemma LLM for dialogue, and Coqui TTS for natural speech synthesis.• Applied grounding techniques with vector databases and RAG to improve the relevance and accuracy of LLM-generated responses.• Implemented ETL pipelines using Python & SQL to ensure efficient data extraction, transformation, & loading processes.• Collaborated with cross-functional data science teams for R&D projects.• Tech Stack: Python, RAG, RAGAS, LangChain, n8n, Prompt Engineering, Scikit-learn, Seaborn, GitHub, Docker, AWS, MongoDB
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Education
- Masters inBrandenburg Technical2025Masters in
- Bachelors inFAST NUCES2024Bachelors in
Certifications
- Bachelors In Artificial IntelligenceNational University of Computer and Emerging Sciences2024