Preetham Krishna Kumar
I am an AI Engineer specializing in audio signal processing, machine learning, and generative AI. I have experience designing AI-driven creative tools that integrate technology with branding and media applications.
About
I am an AI Engineer specializing in audio signal processing, machine learning, and generative AI. I have experience designing AI-driven creative tools that integrate technology with branding and media applications. Skilled in building end-to-end pipelines for generative models, automating audio workflows, and delivering brand-specific, modern sonic identities. I am passionate about audio innovation at the intersection of AI, creativity, and marketing.
My background includes developing large language model-driven creative tools, predictive ML models for customer engagement, and deploying scalable ML systems for media automation. I collaborate across teams to align AI solutions with business storytelling and creative communication, continuously exploring new AI applications in audio and sustainability awareness.
- 4 years' experience
- Joined August 2025
Industry experience
- Computers & Electronics
- Media & Entertainment
- Financial Services
- Software & Internet
- Professional Services
- Non-Profit Organization
Work experience· 8 roles
Built predictive machine learning models for customer engagement and retention, leveraging techniques transferable to audience-targeted sonic branding. Automated data workflows using Python and Azure for real-time analytics, enabling rapid creative feedback loops. Collaborated cross-functionally with creative stakeholders to align AI solutions with business storytelling.
Designed large language model-driven creative tools using LangChain, extended to generative multimodal models for client branding. Built retrieval-augmented pipelines enabling contextual content generation adaptable to audio branding scenarios. Deployed scalable machine learning systems for data-driven media automation using Docker and Git workflows.
Built predictive ML models for customer engagement and retention, leveraging techniques transferable to audience-targeted sonic branding. Automated data workflows (Python + Azure) for real-time analytics, enabling rapid creative feedback loops. Collaborated cross-functionally with creative stakeholders to align AI solutions with business storytelling.
Education
Certifications and awards· 8
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