About Me
AI / ML Engineer focused on Speech Intelligence, LLM Architectures, and Real-Time AI Systems
Vijayakumar S
Machine Learning Engineer specializing in Speech AI, Generative AI, LLM systems, and real-time AI applications with a strong focus on practical production architectures and scalable deployment pipelines.
Experienced in building end-to-end systems for Automatic Speech Recognition (ASR), Text-to-Speech (TTS), Voice Cloning, Retrieval-Augmented Generation (RAG), and multimodal AI workflows optimized for low-latency inference and real-time interaction.
Currently focused on developing intelligent conversational systems that integrate speech processing, contextual reasoning, memory handling, tool execution, and modular AI pipelines capable of supporting scalable human-centered communication platforms.
Creator of Brahm Studio, an AI platform architecture designed around multimodal interaction, streaming inference systems, contextual LLM workflows, and adaptive AI components for real-world deployment environments.
Technical Expertise
- Real-time conversational AI systems
- Speech synthesis and speech recognition pipelines
- Voice cloning and speaker adaptation systems
- LLM pipelines with RAG and tool integration
- Memory-aware conversational architectures
- Next.js AI applications with streaming workflows
- Scalable deployment using PyTorch, Transformers, Docker, Kubernetes, and cloud infrastructure
Current work emphasizes emotionally expressive speech systems, context-aware conversational AI, multimodal reasoning frameworks, and production-grade AI infrastructures capable of intelligent interaction and adaptive communication.
Passionate about engineering AI systems that move beyond isolated models toward complete real-world applications combining speech, reasoning, retrieval, and interactive intelligence within unified deployment ecosystems.
Work Experience
AI / ML Engineer
Tapaya Technologies LLP
Building production speech AI systems and LLM applications.
Junior ML Engineer
Tapaya Technologies LLP
Developed TTS, ASR, and voice cloning solutions.
Data Scientist Intern
Simplilearn
Worked on data analysis, statistical modeling, and machine learning projects.
Education
Bachelor of Engineering
Computer Science and Engineering
Sasurie Academy of Engineering, Coimbatore
2016 - 2020 | CGPA: 7.02
Licenses & Certifications
Industry Master Class – Data Science
Simplilearn • 2023
Deep Learning with Keras and Tensorflow
Simplilearn • 2023