Jayati Jain — Software Engineer
Building Scalable ML Platforms at Paypal. Owner of the Model Deployment Platform including LLMs and other generative models. The platform hosts foundational and fine-tuned generative and risk models and manages the model lifecycle from metadata management, fine-grained access control, and multiple inferencing engines like vLLM, Triton and SGLang. The platforms ensures real-time and batch inference SLAs and acts as a base platform for deploying other generative AI solutions like crews and RAG pipelines. Previously, at Oracle OCI, led a team to build a platform for: 1. Synthetic Data Generation 2. Distributed training framework for Tensorflow and pytorch Pytorch workloads. 3. Model evaluation framework for LLMs and speech models. 4. Assisted labelling capabilities using ML models for NER and face detection for auto-labelling in OCI Labelling solution Solved Data challenges at MakeMyTrip for deploying Machine learning models to production. Computing features for model training and real-time serving using stream processing systems like Kafka-streams, Spark streaming and batch processing pipelines in spark with airflow. Acting as a consultant for all things engineering for the Data science team be it data quality or low latency high scale system design At Inmobi, worked on a complex Ad-serving system that serves a relevant Ad for each request that the system gets. Owned the Spark pipelines that provide intelligence to this system for dynamic pricing. At Microsoft, performance tuned our multi-tenant Dynamics CRM backend APIs and developed mobile web services hosted on Azure (Microsoft Cloud-based solution)
Stackforce AI infers this person is a Fintech and SaaS expert with strong capabilities in machine learning and data engineering.
Location: Bengaluru, Karnataka, India
Experience: 14 yrs 3 mos
Skills
- Mlops
- Model Deployment
- Machine Learning
- Data Engineering
- Software Development
- Cloud Computing
Career Highlights
- Expert in building scalable ML platforms.
- Led teams to develop innovative data solutions.
- Strong background in machine learning and data engineering.
Work Experience
PayPal
Staff Software Engineer (1 yr 5 mos)
Oracle
Principal Member of Technical Staff (2 yrs 8 mos)
MakeMyTrip
Principal Data Systems Engineer (2 yrs 4 mos)
InMobi
Software Development Engineer 2 (3 yrs 6 mos)
Software Development Engineer (1 yr)
Microsoft IT
Software Engineer (3 yrs 4 mos)
Education
B. Tech. at National Institute of Technology Durgapur
Higher Secondary at Kendriya Vidyalaya
English at St. Gabriel's Academy, Roorkee
