Srijana Mishra

Srijana Mishra

Data Analyst
India
Bengali, Hindi, English

About Me

Detail-driven and enthusiastic individual with a strong foundation in data science, machine learning, and cloud computing. Proficient in Python, R, MatLab, AWS, and data visualization tools. I'm passionate…

Experience

GenAI Job Simulation

BCG
May 2025 - May 2025

Completed a job simulation involving AI-powered financial chatbot development for BCG’s GenAI Consulting team.
Integrated and interpreted complex financial data from 10-K and 10-Q reports, employing rule-based logic to create a chatbot that provides user-friendly financial insights and analysis.

Quantitative Research Virtual Job Simulation

JPMorgan Chase& Co
Oct 2024 - Nov 2024 · 1 month

Conducted a simulation on Forage focused on quantitative research method, applying advanced analytical techniques to drive business insights.
Modeled and analyzed a book of loans to estimate customer probability of default, leveraging statistical methods to inform risk assessment.
Developed and applied dynamic programming techniques to categorize FICO scores and predict defaults, enhancing the accuracy of credit risk modeling and decision-making.

Strategy Consulting Job Simulation

BCG
Sep 2024 - Oct 2024 · 1 month

Developed a client recommendation by conducting market research.
Analyzed consumer needs and interpreting data insights to inform strategic decision-making.

Power BI Job Simulation

PwC Switzerland
Aug 2024 - Sep 2024 · 1 month

Analyzed client needs and enhanced Power BI skills to deliver effective data visualizations, driving business insights and informed decision-making.
Designed and developed Power BI dashboards that communicated key performance indicators (KPIs) and responded to client requests with actionable solutions, showcasing data visualization expertise.
Crafted concise and informative emails to engagement partners, delivering valuable insights and providing actionable suggestions based on data analysis, demonstrating strong communication skills.
Examined HR data, identified root causes of gender balance issues at the executive management level, and highlighted key findings, leveraging analytical problem-solving skills to drive data-driven decision-making and promote organizational change.

Skills

Python MATLAB Mathematica Object-Oriented Programming SQL Streamlit ngrok AWS Flask Quantitative finance Financial modelling A-B testing Cohort analysis Inference analysis Parametric tests Non parametric tests Correlation analysis ANOVA One-tailed tests Two-tailed tests Probability distributions Statistical significance Hypothesis testing Chi-square test t-test Regression Simulation Stochastic process Supervised learning Unsupervised learning Reinforcement learning Clustering Classification Forecasting Graph analytics Network analysis MapReduce Ensemble models Optimization Operations research Deep learning Advanced calculus Linear algebra Game theory Mathematical modelling Data integration Data migration Key performance indicators Exploratory data analysis Data pipelining
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