Mukundan Madhavan — Software Engineer

Machine learning engineer with strong expertise in both classical machine learning and deep learning. Proven track record of delivering ML-based solutions in multiple domains. -- I currently work as a ML lead in Google Search. In this role, I have led the construction of multiple state-of-the-art entity embeddings for the billions of entities present in Google's Knowledge graph. My projects have typically centred on using LLMs and LLM-based dual encoders under different architectures. Prior to this, I've worked ~5-year stints in Goldman Sachs and IBM Research India. At Goldman Sachs (Technology division), my work involved predictive modelling on infra-generated datasets (telemetry generated by networks/disks, application logs etc.). As part of this, I led the delivery of highly scalable capacity outage prediction frameworks, real-time anomaly detection systems and application log-mining systems. At IBM Research, I worked on various areas including image classification and bandwidth-aware scheduling for cellular traffic. I typically lead projects through their complete lifecycle from problem formulation, ML solution design to prototyping and productionisation. I also have a strong track record of patenting and publishing my work in peer-reviewed venues.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in Fintech and Tech industries.

Location: Bengaluru, Karnataka, India

Experience: 16 yrs 2 mos