Data Analyst Machine Learning

ARCHANA WASTI

Scarborough, ON 416-***-**** ********@*****.***

LinkedIn GitHub

PROFESSIONAL SUMMARY

Data analyst with a strong educational background in applied A.I. solutions development. Skilled in data manipulation, analysis, and visualization, using programming languages such as Python and SQL. Proficient in statistical analysis and experience in using tools like MS Excel, Tableau, and visualization libraries. Brings a solid understanding of mathematical concepts and machine learning algorithms. Adept at working with big data technologies and demonstrating strong documentation skills and seeking a position as an AI chat Developer.

SKILLS

Programming languages: Python (Pandas, Matplotlib, Seaborn), SQL (MySQL, PostgreSQL)

Statistical and visualization tools: MS Excel, Tableau, Plotly, Seaborn, Matplotlib

Tools and libraries: Pandas, Scikit-Learn, TensorFlow, Keras, Spacy, PyTorch, TensorFlow, NumPy, SciPy, XGBoost

Applied mathematical concepts: Probability, statistics, linear Algebra, matrix factorization.

Machine learning & deep learning algorithms: Supervised learning, unsupervised learning, neural networks, natural language processing

Big data technologies: AWS

Code and project management tools: Git, Google Collab, Visual Studio Code, Jupyter Notebook, PyCharm

EDUCATION

George Brown College, Toronto, ON Ongoing

Post Graduate Certificate – Applied A.I. Solutions Development Program

Loan Approval Classification: Created an advanced machine learning-based loan approval classification system by leveraging powerful algorithms including decision trees, random forests, and logistic regression.

Movie recommender system: Successfully implemented a cutting-edge movie recommender system by incorporating collaborative filtering and content-based filtering algorithms.

Prescription Parser: Wrote SQL queries using Python MySQL connector to analyze store disparities in Vancouver.

Data visualization project: Employed Tableau, Python, and SQL to analyze and visualize data from multiple schools, facilitating the evaluation of student achievements and enabling informed strategies to enhance their performance and accomplishments.

Leveraged a diverse range of deep learning and natural language processing (NLP) techniques, including word2vec, skip-gram, cbow, LSTM, and the powerful hugging face library Roberta, to drive impactful insights and advancements.

Tribhuvan University of Nepal, Kirtipur, Nepal Jul 2007

BBA – Business Administration

Purvanchal University, Nepal

BCA- Bachelor of Computer Application July 2003

PROFESSIONAL EXPERIENCE

MN Squared Inc. London, ON (Remote)

Science Intern Oct 2023 - Dec 2023

PTM Health (Direct Multipack Mailing) Toronto, ON

Customer Service Representative Jun 2022 – Dec 2022

Conducted data collection through various methods, including online research, surveys, and interviews, ensuring accurate and reliable information for analysis.

Employed advanced Excel formulas and functions to edit files in MS Office, guaranteeing data accuracy and completeness.

Produced comprehensive reports and visualizations to effectively communicate insights derived from data analysis, enabling informed decision-making and strategic planning.

CIBC Toronto, ON

Mortgage Servicing Representative Dec 2021 – May 2022

Efficiently managed inbound and outbound calls pertaining to mortgage accounts, providing exceptional customer service, and addressing inquiries and concerns promptly and professionally.

Successfully processed various mortgage transactions, including mortgage prepayments, principal and interest increases/decreases, payouts, and accelerated payments, ensuring accurate and timely entry into the system.

Demonstrated proficiency in navigating relevant software systems to accurately update mortgage account information, maintain payment records, and provide accurate and detailed documentation for each transaction.

Manpower Toronto, ON

Accountant Processing Officer (Retail Electronic Banking Operations) Jun 2020 – Nov 2021

Proficiently processed various financial transactions, including fund transfers, cross-currency transactions, balancing, verifications, and reactivations on customers’ accounts.

Demonstrated exceptional organizational skills, effectively prioritizing tasks to meet deadlines while meticulously adhering to policies and procedures for itemizing products.

Used a range of banking software to accurately review and fulfill customers’ requests.

EOS Canada Toronto, ON

Collection Specialist Jan 2020 – May 2020

Orchestrated debt repayment and devised customized repayment schedules, considering customers’ individual financial circumstances.

Conducted thorough discussions with customers, both in-person and via telephone, to identify reasons behind overdue payments and to review sales terms and credit conditions.

Nepal Credit & Commerce Bank Kathmandu, Nepal

Credit Analyst (Executive Officer, Main Branch Credit) Oct 2014 – Jul 2019

Used Python to extract, manipulate, and analyze data from various sources to assess credit risk, and determine loan approval decisions.

Wrote SQL queries to retrieve, filter, and join data from different tables and databases ensuring accurate and comprehensive credit analysis.

Designed and built interactive dashboards using Tableau that provide clear and actionable insights to stakeholders in a clear and concise manner, using visualizations, reports, and presentations.

Continuously monitor key performance indicators (KPIs) and trends in customer behavior, market conditions, and regulatory changes to identify potential risks or opportunities for the bank.

CERTIFICATES & TRAINING

Enterprise Design Thinking Practitioner – IBM – Feb 2023

Data Visualization for Data Analysis and Analytics – LinkedIn – May 2023

Python Data Analysis – LinkedIn – May 2023

LANGUAGES

English (fluent), Nepali (native), Hindi (fluent)

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