About
Escalation Specialist with 3+ years managing high-priority content and policy escalations within Trust & Safety and AI operations at scale. Proven ability to investigate incidents, coordinate cross-functional resolution, and hold 98%+ quality accuracy while reviewing 1,000+ content items daily.
Experience3
Process Developer — Escalation Specialist
Aug 2025 — PresentGenpact · Hyderabad, India
Manage high-priority content and policy escalations, investigating incidents and coordinating with cross-functional teams to drive timely resolution within SLA targets. Design and iterate on evaluation prompts to test LLM outputs for accuracy, tone, relevance, and policy compliance across 1,000+ daily content items. Assess AI-generated content for hallucinations, bias, hate speech, misinformation, and adult content, maintaining a 98%+ quality accuracy rate against Trust & Safety policy standards.
- Maintained 98%+ quality accuracy while reviewing 1,000+ content items daily.
- Built Excel/BI dashboards to track escalation volume and SLA performance.
- Mentored and trained a team of 5+ junior analysts.
Process Associate — Content Quality & LLM Data
Dec 2022 — Aug 2025Genpact · Hyderabad, India
Evaluated and labeled 1,000+ pieces of user-generated and AI-generated content daily, building deep expertise in output quality, policy enforcement, and model behavior. Identified systematic LLM output failures and documented prompt patterns that triggered policy violations or inconsistencies.
- Created structured annotation and evaluation guidelines adopted team-wide.
- Collaborated with QA and product teams to refine content policies.
Content Quality Analyst Intern
Sep 2021 — Apr 2022Samsung Mobile · Internship · Hazaribagh, India
Performed data annotation and labeling for AI/ML moderation models, directly contributing to training dataset quality for generative systems. Conducted QA reviews of AI moderation decisions across social platforms.
- Produced weekly Excel reports analyzing flagged content patterns.
- Contributed to AI training data quality by annotating thousands of samples.
Education2
Master of Computer Applications (MCA)
2024 — 2026Sikkim Manipal University
Computer Science & AI Systems
Bachelor of Arts
2015 — 2018Vinoba Bhave University
English Language & Literature
Certifications1
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