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Sanika TST
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Sanika T

@sanika

AI for social good, data science, strategy & ops ๐Ÿ“ Mumbai, India

India
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What I'm looking for

I am looking for a stable, long-term remote role in data quality, auditing, and platform compliance. With my statistics background, I enjoy finding root causes, documenting clear findings, and setting up lasting fixes. I thrive in high-trust teams where I can own quality standards and ensure data reliability.

Operations and Data Evaluation Specialist with expertise in LLM workflows, data validation (Python/SQL), and Trust & Safety compliance. Experienced in building automated workflows, designing SOPs, and serving as the independent quality layer between frontline execution and system design.

Experience

Work history, roles, and key accomplishments

GetYourGuide logoGE
Current

AI Content Quality Auditor

May 2026 - Present (3 months)

1. Reviewed 20โ€“50 daily listings in GYGโ€™s AI-flagged compliance queue, resolving policy, pricing, and safety edge cases.

2. Enforced Trust & Safety standards by auditing animal welfare edge cases across supplier inventory.

3. Conducted post-approval sampling audits on passed listings as a final QA check before supplier content went live.

Mercor logoME

AI Evaluation & Data Specialist

Dec 2024 - Oct 2025 (10 months)

1. Evaluated QA validation frameworks using Python and SQL for AI training data pipelines across 2 enterprise clients (Mercor and Scale AI), maintaining 98%+ accuracy across high-volume operational cycles.

2. Identified and escalated systematic errors in multi-source datasets via root-cause analysis, reducing
downstream rework and improving data pipeline reliability.

QL

Strategy and Operations Manager

Quirksmith Lifestyle LLP

Jan 2024 - Jun 2024 (5 months)

1. Analyzed Google Analytics & Shopify data to build a Zapier cart recovery system, boosting CSAT to 4.9/5.

2. Coordinated 4 cross-functional teams to expand retail into 3 metro cities; each reached โ‚น3L+ monthly revenue in month 1.

3. Designed an online returns system with a continuous feedback loop, reducing monthly return rates by 2%.

QL

Community Experience Lead

Quirksmith Lifestyle LLP

Jun 2023 - Dec 2023 (6 months)

1. Managed 20โ€“30 daily tickets, tracked SLAs, handled escalations, and reported weekly/monthly CS team performance.

2. Piloted internal CS automation, cutting manual effort by 30% to shift focus to strategic initiatives.

3. Partnered with Growth on product launches, feeding frontline feedback to align marketing and boost community engagement.

Education

Degrees, certifications, and relevant coursework

Stanford University Code In Place 2026 logoSP

Stanford University Code In Place 2026

Short-term course, Python Programming (CS106A)

2026 - 2026

Selected from a pool of 66,000+ candidates worldwide for Stanfordโ€™s Code In Place (CS106A), an intensive, 6-week program covering core programming concepts and problem-solving in Python.

Oxford University Summer School logoOS

Oxford University Summer School

Summer School, Digital Humanities - Online Text

2023 - 2023

SS

SRH Heidelberg, Summer School

Summer School, Big Data Analytics

2022 - 2022

Competitive selection; one-week summer school co-funded by DAAD, with a hackathon component.

Universiteit Hasselt logoUH

Universiteit Hasselt

Graduate Coursework for Master of Statistics and Data Science, Statistics and Data Science

2021 - 2022

Activities and societies: Data Science Centre

Completed graduate coursework for a Master of Statistics and Data Science focusing on data management, probability & statistics, linear models, R programming, and Bayesian inference.

St. Xavier's College (Autonomous), University of Mumbai logoSM

St. Xavier's College (Autonomous), University of Mumbai

Postgraduate Diploma in Data Science, Data Science

2017 - 2018

Activities and societies: Certificate Programme in Data Science: Basic & Advanced Excel, VBA, R Fundamentals, Statistical Methods

Postgraduate Diploma in Data Science covering data mining, big data analytics, predictive modelling, time series, statistical inference, exploratory data analysis, and programming in R and Python.

St. Xavier's College (Autonomous), University of Mumbai logoSM

St. Xavier's College (Autonomous), University of Mumbai

Bachelor of Science, Statistics

2013 - 2016

Activities and societies: INSPIRE Scholarship Programme recipient

Bachelor of Science in Statistics with coursework in probability theory, calculus, linear algebra, statistical estimation, operations research, ANOVA, and programming in Java and C++.

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