3 years of industry experience as Data Scientist. Worked on Credit risk models, Time Series Forecasting, Market Basket Analysis, Recommendation System, Fraud Detection, and Natural Language Processing. Proficient in Machine Learning, Deep Learning algorithms and Statistical techniques: Linear and Logistic Regression, Random Forest, XGBoost, ARIMAX, Support Vector Machine, Recurrent Neural Networks (LSTM, GRU), Monte-Carlo Simulation. Tools used: Python (Keras, PyTorch, NumPy, SciPy, Pandas, Matplotlib), TensorBoard, R, SQL.
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Associate Manager, Risk ModellingAnzBengaluru, Ka, In -
Associate ManagerAnz Jun 2024 - PresentBengaluru, Karnataka, India -
Lead AnalystAnz Dec 2022 - Jun 2024Bengaluru, Karnataka, India -
Associate Data ScientistPristine Infotech, Inc. Jul 2021 - Dec 2022Mumbai, Maharashtra, India1) Worked on market basket analysis deep learning (RNN) based model for 1M+ customers2) Analysed weekly high error forecasts and improved the random forest model3) Worked on recommendation system for an input of 1M+ items4) Implemented model stacking techniques by using Linear Regression, ARIMA, and XGBoost for generating forecasts for retail customer data5) Automated error basket prediction reports for retail clientsLanguages and tools used: R, Python, SQL, tenser-board… Show more 1) Worked on market basket analysis deep learning (RNN) based model for 1M+ customers2) Analysed weekly high error forecasts and improved the random forest model3) Worked on recommendation system for an input of 1M+ items4) Implemented model stacking techniques by using Linear Regression, ARIMA, and XGBoost for generating forecasts for retail customer data5) Automated error basket prediction reports for retail clientsLanguages and tools used: R, Python, SQL, tenser-board Show less -
Data Analyst, Ug Academic CouncilIndian Institute Of Technology, Bombay Jun 2020 - May 2021Mumbai, Maharashtra, IndiaStudent driven body generating institute level analytical reportsAs a team member, I contributed to student surveys to drive institute’s online semester policy, investigated the impact of online semester on students. Along with this published a report on graduate admissions. -
Publishing And Design Secretary, T&DIndian Institute Of Technology, Bombay Mar 2020 - Mar 2021Mumbai, Maharashtra, IndiaAs a publishing and design secretary and member of student council, I took an initiative of establishing the viewership of department’s research work on digital platforms. -
Associate Placement Coordinator(Apc)Indian Institute Of Technology, Bombay Sep 2019 - Jan 2020Part of a 6 member team1) Achieved highest count of 1172 selections with 75% y-o-y increase in global offers in phase 1 of placements2) Organised 200+ company tests and a full fledged career fair3) Trained and led a team of 100+ volunteers for conducting 6000+ interviews over a span of 15 days4) Revamped placement process for 150+ PhD students. -
Head Of TechnologyRajasthan Electricals Jul 2017 - Sep 2018Jaipur, Rajasthan, IndiaWorked on transformer efficiency
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Finance InternRec Limited Feb 2017 - Jul 2017New Delhi Area, India1) Proposed an appraisal note for financial assistance of INR 10B to IPCL for 450MW plant in West Bengal. 2) I worked on execution of SWOT analysis on primary competitors for risk identification and, proposed mitigation measures3) Performed sensitivity analysis by varying key inputs to measure profitability in terms of DSCR and IRR
Aditi Yadav Education Details
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8.16 -
9.20, 80.40%
Frequently Asked Questions about Aditi Yadav
What company does Aditi Yadav work for?
Aditi Yadav works for Anz
What is Aditi Yadav's role at the current company?
Aditi Yadav's current role is Associate Manager, Risk Modelling.
What schools did Aditi Yadav attend?
Aditi Yadav attended Indian Institute Of Technology, Bombay, Jecrc University, St. Anselm's Pink City Sr. Sec. School.
Who are Aditi Yadav's colleagues?
Aditi Yadav's colleagues are Komathi .jm, Vailoa Kirifi, Jon Jane, Zhenyu Liang, Luptcha Grujoski, Anthony David, Pravat Sahoo.
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Aditi Yadav
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