AVAswin Vivek
@aswinvivek
LLMOps project lead driving safe, scalable AI with expertise in annotation, evaluation, and governance.
IndiaWhat I'm looking for
I am an LLMOps Project Lead with 8+ years of cross-functional experience in AI workflows, data operations, and trust & safety, focused on designing prompt systems, evaluation strategies, and scaling GenAI teams in production.
I have led enterprise-scale annotation teams and human feedback pipelines, delivering high-integrity datasets and audit-ready ground truth for multimodal retrieval, autonomous vehicle perception, and robotics captioning projects; for ViDoRe V3 I delivered 99.1% accurate annotations through rigorous QC and reviewer calibration.
I build and refine annotation projects and QA/feedback loops at scale, align model outputs with content policies and responsible AI guidelines, and apply Six Sigma and RCA methods to improve operational stability and evaluation fidelity.
Experience
Work history, roles, and key accomplishments
LLMOps Project Lead
Zensar
Dec 2024 - Present (1 year 1 month)
Led end-to-end LLM operations using NVIDIA NeMo and DataFactory, building annotation programs with 100+ contributors and establishing QA/feedback loops that improved model response quality and evaluation fidelity.
GELed a 30-member team evaluating high-risk content for a global social platform, improved accuracy and compliance through Six Sigma and RCA, and supported onboarding and engagement for 400+ employees.
GEQuality Analyst in community operations who helped a ~100-person project achieve 98% accuracy through audits, Lean/Six Sigma projects, and process optimizations delivering measurable improvements.
Analyst, Community Operations
PRO Unlimited
Apr 2016 - Sep 2016 (5 months)
Contract analyst performing quality auditing for a large social media client, contributing to operational quality and reporting during a short-term engagement.
Education
Degrees, certifications, and relevant coursework
TUThe English and Foreign Languages University
Bachelor of Arts (Hons) English, English / Linguistics
Completed a BA (Hons) in English with a focus on linguistics, studying language structure and applied linguistic analysis.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
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