Professional Experience
A comprehensive overview of my professional journey and achievements
Senior Data Scientist
Allstate Insurance
London, United Kingdom
January 2025 - Present
Key Achievements:
- Multi-step LLM Workflow: Designed and deployed theme generation system using advanced language models
- Business Impact: Generated $X.XXM impact through Lambda & Jenkins deployment optimization
- Performance Improvement: Achieved 1.8% boost in loss capture rate through ML model enhancements
- LLM Prototype Development: Built and tested LLM-powered prototypes for insurance applications
Technologies:
AI Research Consultant
Enkrypt AI
Remote
September 2023
Key Achievements:
- Malicious File Scanner: Built automated system for detecting and filtering malicious content in file uploads
- LLM Pipeline Security: Implemented RAGAS and GuardRails for robust LLM system testing and validation
- Security Testing: Conducted comprehensive security assessments of LLM pipelines and RAG systems
- Prompt Injection Defense: Developed defenses against prompt injection and backdoor attacks
Technologies:
Data Scientist
ANI Technologies Private Limited (OLA)
Bangalore, India
September 2020 - January 2022
Key Achievements:
- Led pricing optimization and traffic analysis for India's largest ride-hailing platform
- Improved cashless rides by +5% and reduced wait times by -18.3%
- Worked in the data science team dealing with pricing problems for cabs
- Focused on user retention, improving earnings for partners, and making the platform hassle-free
Technologies:
Research Engineer Intern
ANI Technologies Private Limited (OLA)
Bangalore, India
May 2020 - August 2020
Key Achievements:
- Researched traffic optimization algorithms using SUMO simulation
- Developed pricing strategy models for ride-hailing platforms