Data/BI & Research Analyst with experience delivering 97%+ quality score across 200+ long-horizon tasks, building dashboards, data analysis, automations, and market insights for SaaS clients. Led teams of 3-19 on 20+ LLM post-training projects for Google Gemini & personally produced 700+ high-quality SFT datasets. Drove +22.6% revenue in 5 months through end-to-end campaign launches, KPI tracking, reporting, and automation (100+ workflows, 15+ hrs/week saved).

Ishan Thakur

Data/BI & Research Analyst with experience delivering 97%+ quality score across 200+ long-horizon tasks, building dashboards, data analysis, automations, and market insights for SaaS clients. Led teams of 3-19 on 20+ LLM post-training projects for Google Gemini & personally produced 700+ high-quality SFT datasets. Drove +22.6% revenue in 5 months through end-to-end campaign launches, KPI tracking, reporting, and automation (100+ workflows, 15+ hrs/week saved).

Available to hire

Data/BI & Research Analyst with experience delivering 97%+ quality score across 200+ long-horizon tasks, building dashboards, data analysis, automations, and market insights for SaaS clients.
Led teams of 3-19 on 20+ LLM post-training projects for Google Gemini & personally produced 700+ high-quality SFT datasets.
Drove +22.6% revenue in 5 months through end-to-end campaign launches, KPI tracking, reporting, and automation (100+ workflows, 15+ hrs/week saved).

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Bengali
Fluent
Hindi
Fluent

Work Experience

Research Analyst at Toloka
May 1, 2025 - Present
Maintained 97%+ quality across 200+ long-horizon tasks; delivered client-ready analyses, reports, and recommendations across Sales, Marketing, Market Research, and BI; reduced project delivery time by 53% by integrating AI tools and automation into research/workflows; built interactive dashboards and conducted exploratory and statistical analyses for customer retention; performed market research across 150+ tasks including lead discovery, sentiment analysis, and feedback analysis to inform market and competitive reports. Leveraged Python, Java, JavaScript, and C++ (Vibe coding) for web scraping across multi-level sites with dynamic JS content, geocoding, and data processing; engaged in entry-level software development activities.
Content Analyst at Turing
June 1, 2024 - January 31, 2025
Supported post-training of Google Gemini across SFT (Supervised Fine-Tuning) + agentic workflows, improving reasoning and tool/API triggering capabilities. Led teams of 3-19 analysts across 20+ projects; delivered 700+ error-free SFT datasets; acted as primary liaison (PoC) between analysts and data scientists. Mapped implicit user intent to correct tool calls & API triggers with 100% precision (prevented over / under-triggering) in SFT datasets; simplified complex coding instructions to ensure Implicit Code Execution (ICE). Improved model outcomes (+30.8% accuracy, reduced hallucinations) via model evaluation & SFT dataset refinement to upgrade the recency (RAG pipeline), factuality, relevance, and safety of outputs, aligned to project guidelines.
Marketing Coordinator at Fresh Prints
April 1, 2023 - August 31, 2023
Executed 12 campaign launches in 5 months, driving +22.6% revenue ($12.8M to $15.69M; +$2.89M) with end-to-end UTM tracking + attribution across landing pages and dashboards. Built 100+ Zapier automations, cutting tracking setup time 50%, and developed a 5-channel live KPI dashboard saving 15+ hrs/week of manual reporting. Produced growth insights via 2020-2023 customer/campaign analysis and 20+ sales interviews; generated 1,000+ leads in 10 days (ZoomInfo/LinkedIn) and improved email performance via A/B tests (>50% open, >1% click). Brainstormed & executed a data-driven marketing strategy (tiered-discount model) that boosted the number of marketing-qualified leads by approx 40%.
Content Specialist at Freelance
September 1, 2021 - May 31, 2022
Wrote 100+ product and content articles to meet monthly targets. Conducted in-depth subject-matter research and published plagiarism-free content. Edited, proofread, and conducted SEO on content assets to improve visibility on search engines.

Education

Post Graduate Program in Management (Major: Marketing) at ICFAI Business School
June 1, 2021 - May 31, 2023
Bachelor of Technology in Electrical Engineering at Future Institute of Engineering and Management, Kolkata
August 1, 2016 - July 1, 2020

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Media & Entertainment