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.

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. 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.

Available to hire

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.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
See more

Work Experience

Data Science Consultant at Quantum Data Labs
April 1, 2025 - Present
Designed LLM-driven creative tools with LangChain, extended to generative multimodal models for client branding. Built retrieval-augmented pipelines enabling contextual content generation adaptable to audio branding scenarios. Deployed scalable ML systems for data-driven media automation with Docker and Git workflows.
Data Science & ML Engineer at Kalanjiam Enterprises
April 1, 2025 - August 25, 2025
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.
Volunteer Data Scientist at Bank.Green
December 1, 2024 - Present
Developed knowledge graphs and NLP pipelines to analyze narrative branding in financial documents. Explored applications of AI-generated sound motifs for sustainability awareness campaigns. Delivered visual and auditory dashboards, bridging data science with creative communication.
Python Developer at SIEMENS
September 1, 2022 - August 25, 2025
Designed data-to-insight dashboards, an approach extendable to audio production workflow automation. Built APIs and automated processes for media and reporting pipelines, showcasing transferable workflow integration.
Data Science Consultant at Quantum Data Labs
April 1, 2025 - Present
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.
Data Science & ML Engineer at Kalanjiam Enterprises
April 1, 2025 - August 25, 2025
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.
Volunteer Data Scientist at Bank.Green
December 1, 2024 - Present
Developed knowledge graphs and NLP pipelines to analyze narrative branding in financial documents. Explored AI-generated sound motifs for sustainability awareness campaigns. Delivered visual and auditory dashboards bridging data science with creative communication.
Python Developer at Siemens
September 1, 2022 - August 25, 2025
Designed data-to-insight dashboards with extensibility for audio production workflow automation. Built APIs and automated processes for media and reporting pipelines, showcasing transferable workflow integration.

Education

MSc Computing - Artificial Intelligence at Dublin City University
October 1, 2022 - November 1, 2023
Bachelor of Engineering: Computer Science at Visvesvaraya Technological University
July 1, 2018 - September 1, 2022
MSc : Computing - Artificial Intelligence at Dublin City University
October 1, 2022 - November 1, 2023
Bachelor of Engineering : Computer Science at Visvesvaraya Technological University
July 1, 2018 - September 1, 2022

Qualifications

Databricks Certified Machine Learning Associate
January 11, 2030 - August 25, 2025
Microsoft Azure Data Scientist Associate
January 11, 2030 - August 25, 2025
Generative AI with LLMs - AWS
January 11, 2030 - August 25, 2025
Google Data Analytics - Coursera Education
January 11, 2030 - August 25, 2025
Databricks Certified Machine Learning Associate
January 11, 2030 - August 25, 2025
Microsoft Azure Data Scientist Associate
January 11, 2030 - August 25, 2025
Generative AI with LLMs - AWS
January 11, 2030 - August 25, 2025
Google Data Analytics - Coursera
January 11, 2030 - August 25, 2025

Industry Experience

Computers & Electronics, Media & Entertainment, Financial Services, Software & Internet, Professional Services, Non-Profit Organization