AISHANI PATIL
Overview
4
4
years of professional experience
1
1
Certification
Work History
Senior Associate, Data Science and AI
Kyndryl India Pvt. Ltd. (formerly IBM)
01.2020 - Current
- Lead project requirements gathering, algorithm proposal and code implementation, collaborating across departments and data sources ensuring data quality and project success
- Integral member of Kyndryl’s CIO and CDO Data science and AI team, pioneering data platforms, process automation, and python-based solutions
- Implemented process improvements that led to significant time savings and increased accuracy in deliverables.
- Currently specializing in complex data analysis and machine learning model development for predictive business metrics to improve decision-making
- Commenced as Associate Trainee engineer and contributed to mainframe automation and development in initial phase
Achieved two promotions:
- Promoted from Associate Trainee Engineer to Associate Data Scientist in 2021
- Further promoted to Senior Associate (Data Science and AI) in 2022
Education
Master of Science - Computer Science (AI Specialization)
Case Western Reserve Univerisity
Cleveland, Ohio2026
Bachelor’s Degree in Electronics And Telecommunication Engineering -
MGM Jawaharlal Nehru Engineering College
Aurangabad, Maharashtra02.2020
Skills
- Collaborative Research: Excel in cross-functional teams
- Research & Analysis: Proficient in data analysis and literature reviews
- Effective Communication: Clear communication to technical and non-technical audiences
- Problem-Solving: Strong analytical skills for resolving challenges
- Meticulous Organization: Attention to detail in data and documentation
Certification
- Microsoft certified: (Azure Fundamentals)
- Data Science Bootcamp 2021 (Udemy)
- IBM Data Science Foundation Certifications (Levels 1 & 2, Tools and Methodologies)
- IBM Cognitive Practitioner
- IEEE Students' Council Joint Secretary (2018-2019)
- Founding Member, Jinicakes Startup
PROJECTS
- AI Account Insights: Segmented client data and applied machine learning to predict business metrics.
- BCP Automation: Automated manual file processing, saving 95% of processing time and resources and significantly reducing human error.
- OH1 (Data Comparison across globe): Analyzed data discrepancies and implemented real-time notification using message bot for swift resolution.
- Data Handling & Migration: Improved data quality and migrated data to a new platform (Azure), ensuring compliance with new data standards.
- Asset Market Value Evaluation: Analyzed financial data to determine the valuation and ownership of client assets, ensuring accurate financial reporting.
- Payment Term Probability/Prediction: Employed data analysis techniques to decipher missing payment term data and improve customer payment prediction.
TECHNICAL SKILLS
- Programming language: Python, C, C++, Matlab, Embedded C
- Database: MySQL, SparkSQL
- Tools and packages: Power BI, Jupyter notebook, visual studio code, Keras TensorFlow, Pytorch, Keras, Numpy, Pandas, Pycharm, matplotlib, Google Colab and seaborn.
- Model Deployment: Flask, Azure
- Machine learning: Supervised (XGBoost, SVM, gradient boosting etc), unsupervised (K-means clustering, hierarchical clustering (DBscan, GMM, Birch etc) and recommendation systems, feature selection techniques, model optimization.
- Time series statistical modeling: Prophet, Auto-Regressive (AR), Moving Average (MA), ARMA, non-seasonal and seasonal ARIMA.
- Data Analysis: Statistical analysis, exploratory data analysis, data cleaning, Feature scaling, Feature engineering, predictive power score, data visualization (building AI-powered dashboards)
- Natural language processing: Text preprocessing, tokenization, N-grams, NLTK, spaCy
Timeline
Senior Associate, Data Science and AI
Kyndryl India Pvt. Ltd. (formerly IBM)
01.2020 - Current
Master of Science - Computer Science (AI Specialization)
Case Western Reserve Univerisity
Bachelor’s Degree in Electronics And Telecommunication Engineering -
MGM Jawaharlal Nehru Engineering College
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