About
Data Analyst with 3+ years of experience collecting, cleaning, and transforming data into clear, actionable insights that help businesses move faster and make better decisions. I’ve worked across trading analytics, business reporting, and AI-driven applications — building everything from interactive Power BI dashboards and optimized SQL pipelines to machine learning models and RAG-based AI tools. I’m comfortable writing complex SQL queries, building ETL workflows, and presenting findings to C-level stakeholders in plain language. On the cloud side, I’ve used AWS (S3, EC2, Lambda, SageMaker) for data storage and pipeline automation. I genuinely enjoy digging into messy datasets, spotting patterns others miss, and delivering work that directly influences strategy.
Skills & Expertise
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Work Experience
Data Analyst & Python Developer
Quant Jugglers
Sep 2024 - Present
Collected, cleaned, and validated large time-series datasets exceeding 1M+ rows of OHLCV market data, eliminating noise and outliers to improve downstream signal reliability by 15%. Wrote and optimized complex SQL queries for data extraction and reporting across equity and crypto datasets, significantly reducing query run times. Analyzed historical trading data to identify patterns and trends, building signal generation pipelines using 10+ technical indicators (RSI, MACD, Bollinger Bands) to surface high-probability entry and exit points. Developed algorithmic trading strategy backtests using Backtrader, evaluating performance via Sharpe ratio, max drawdown, and win rate — achieving a 20%+ improvement in risk-adjusted returns. Automated ETL pipelines for data collection, transformation, and reporting using Python and AWS (S3 for storage, Lambda for scheduled triggers), reducing manual overhead significantly. Performed ad hoc analyses to support trading decisions, monitoring data quality throughout and recommending process improvements where gaps were found.
Data Analyst
Young Labs Innovation
Present - Present
Designed and maintained 5+ interactive Power BI and Excel dashboards tracking key KPIs, cutting manual reporting time by 40% and giving senior stakeholders real-time visibility into business performance. Collected and cleaned data from multiple sources using Python and SQL, improving data quality across 3 core reporting pipelines and ensuring consistency across all outputs. Wrote and optimized SQL queries for data extraction, refactoring 8+ legacy queries and reducing dashboard refresh times by 25%. Performed ad hoc analyses and created clear visualizations to communicate findings to stakeholders, supporting business initiatives and faster decision-making. Collaborated with cross-functional teams to understand reporting requirements, translating business needs into data models and structured analytical outputs. Delivered weekly presentations to C-level stakeholders, documenting data definitions, analytical methodologies, and process changes to maintain institutional knowledge.
Education
Post Graduate Program — Data Science & Engineering - Great Lakes Institute of Management
- · Afghanistan
Bachelor of Commerce (B.Com) - University of Delhi
- · Afghanistan
Certifications
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Citizen
Relocation
Depends on Offer
