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 strong 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