Emaan Siddiqui
@emaansiddiqui
Results-driven AI Engineer specializing in LLM-powered systems.
What I'm looking for
I am a results-driven AI Engineer with a strong background in building and deploying LLM-powered systems for various applications, including classification, speech processing, and automation. My expertise lies in fine-tuning, RAG, prompt engineering, and agentic workflows across multimodal and audio-to-audio AI. I have hands-on experience with technologies such as PyTorch, Hugging Face, and Azure OpenAI, enabling me to deliver high-quality solutions that meet complex requirements.
Throughout my career, I have achieved significant milestones, such as automating annotation for Medicare intent labels with a remarkable 95% accuracy using GPT-4o-mini and developing a real-time audio-to-audio accent converter with minimal latency. My work at Confinality and Imperium Dynamics has honed my skills in creating efficient AI solutions that enhance productivity and streamline processes. I am passionate about leveraging AI to solve real-world problems and continuously seek opportunities to innovate and improve.
Experience
Work history, roles, and key accomplishments
AI Engineer
Confinality
Nov 2024 - Present (7 months)
Automated annotation for 80+ Medicare intent labels with GPT-4o-mini, achieving 95% accuracy using fine-tuning and synthetic data. Developed a real-time audio-to-audio accent converter using fine-tuned Seed-VC and Whisper, tuned for ~300ms latency.
Education
Degrees, certifications, and relevant coursework
National University of Computer and Emerging Sciences (FAST-NUCES)
Bachelor of Science, Artificial Intelligence
Grade: 3.5 / 4.0
Activities and societies: Dean’s List Award: Spring’24, Fall’23, Fall’22, Spring’22
Pursued a Bachelor of Science in Artificial Intelligence, focusing on core AI concepts and applications. Coursework included Fundamentals of NLP, Computer Vision, Generative AI, Programming for AI, Machine Learning, and MLOps. Achieved Dean's List honors multiple semesters.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
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