About the Company
Founded in 2022 and headquartered in Bengaluru, tvam Technologies Private Limited builds a socio-business platform that delivers customer-centric financial and healthcare solutions to improve individual wellbeing and long-term stability.

About the Role
We are seeking a senior, hands-on Machine Learning & LLM engineer to lead the design, development, and scaling of foundational ML and large language model systems. The role covers core ML theory, large-scale model architecture, LLM fine-tuning, and agentic workflow design, with end-to-end responsibility for translating research-grade ideas into robust, production-ready systems. This position requires robust architectural judgment, deep technical ownership, and the ability to operate effectively across research, engineering, and deployment.

Key Responsibilities
Fundamental ML & Core Foundation Work
Provide technical leadership on ML fundamentals - algorithm design, optimization,
generalization, statistical learning principles, and model evaluation best practices.




Establish and evolve core infrastructure used across ML and AI systems.
Guide implementation of robust, scalable training pipelines and workflows spanning
pretraining, transfer learning, fine-tuning, and inference.

LLM Architecture, Scaling & Development
Architect and lead development of large language model frameworks and scalable
systems spanning embedding, context handling, memory, and inference pipelines.
Influence decisions around model design, scaling laws, compute trade-offs, and
training strategies (including data, objectives, regularization, etc.).
Champion and evaluate state-of-the-art architectures, transformer variants, and
production-worthy model stacks.

LLM Fine-Tuning & Personalization
Lead fine-tuning methodologies for LLMs across diverse tasks and domains, using
parameter effective techniques (LoRA/QLoRA), prompt tuning, adapter strategies,
and transfer approaches.
Define performance metrics, evaluation wo

📌 Senior Machine Learning Bengaluru
🏢 tvam Technologies
📍 Bengaluru