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.
Sanika T
@sanika
AI for social good, data science, strategy & ops ๐ Mumbai, India
What I'm looking for
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
1. Reviewed 20โ50 daily listings in GYGโs 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.
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.
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 โน3L+ monthly revenue in month 1.
3. Designed an online returns system with a continuous feedback loop, reducing monthly return rates by 2%.
Community Experience Lead
Quirksmith Lifestyle LLP
Jun 2023 - Dec 2023 (6 months)
1. Managed 20โ30 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
Short-term course, Python Programming (CS106A)
2026 - 2026
Selected from a pool of 66,000+ candidates worldwide for Stanfordโs Code In Place (CS106A), an intensive, 6-week program covering core programming concepts and problem-solving in Python.
Oxford University Summer School
Summer School, Digital Humanities - Online Text
2023 - 2023
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
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
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
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++.
Availability
Location
Salary expectations
Social media
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Skills
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