Work

AI Engineer · AI agents for Pfizer, Tyson & others

• Led and architected the SAP KPI Evaluator, an agentic SAP procurement-monitoring and root-cause-analysis platform that cut KPI investigation time from an hour to under 5 minutes.
• Built a self-healing AI agent for AWS that watches alarms, logs, and metrics, analyzes failures, and proposes and executes remediation with user confirmation, cutting downtime by ~40%.
• Built an agentic app to automate L1 and L2 support, resolving common queries, escalating complex ones, and improving handling time and support efficiency.
• Designed and built Talk To Data, an agentic platform to query structured and unstructured data in natural language; it contributed to winning an RFP and positioned the solution for enterprise adoption.
• Led an agentic app delivering answers and critical-event alerts to users and HCPs for a healthcare company running at-home diagnostics.

Senior Machine Learning Engineer · AltrumAI & others

• Key contributor designing and building Altrum AI, a platform providing guardrails to use LLMs safely, securely, and ethically.
• Researched and built POCs for guardrails, evaluating suitable machine learning models.
• Engineered the backend architecture, with APIs for user management, guardrail configuration, detection, and analytics.
• Fine-tuned a BERT transformer for Named Entity Recognition (NER) on AWS SageMaker.
• Ran POCs with large language models for upcoming product use cases.

Machine Learning Engineer · Axion

• Designed and built robust, highly scalable machine learning microservices for Axion.
• Key contributor on the SaaS platform, owning backend architecture, microservice optimization, Amazon EKS deployments, and database design.
• Migrated Python microservices to Golang, cutting latency and memory consumption by more than 10×.
• Built batch processing with Celery and Redis (~50% less processing time) using async calls and Avro, plus abort and revoke functionality.
• Maintained and improved CI/CD pipelines for optimal availability and performance.

Prepared for the Indian Civil Services Exam.

System Engineer

• Built a doc2vec model that searched thousands of CVs against job requirements, returning relevant matches with ~85% accuracy and cutting manual effort by ~70%.
• Worked as an ABAP developer, focused on Report Programming, Smartforms, and OOPS.