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Amir Kiani

Data Scientist | Research Analyst

PhD in Mathematical Philosophy | BSc in Mathematics

Resume | Academic CV

Work Experience

Senior Analyst

Canadian Institute for Health Information (CIHI) | July 2024 - Present
Full-time
  • Create and optimize data models to forecast needs for physicians in Canada, ensuring efficient data storage and retrieval
  • Analyze labor market data using statistical methods and machine learning to derive insights, trends, and forecasts

Data Analyst

University of Calgary | NOV 2023 - MAY 2024
Full-time
  • Utilized ML techniques to optimize a scheduling algorithm used for scheduling over 100,000 exams per year
  • Developed and implemented automated solutions in Python, Java, VBA, and Excel to enhance efficiency in scheduling two major final exams
  • Utilized SQL to query over 100 tables to conduct quality assurance checks, ensuring the accuracy of students' data
  • Collaborated with 4 cross-functional teams and over 12 departments to deliver technical support and custom-built programs for scheduling final exams, optimizing room bookings, and improving registration
  • Crafted business briefings and reports, and presented insights to over 34 stakeholders both internal and external

PhD Researcher and Education Analyst

University of Calgary | SEP 2019 - JUL 2023
Full-time
  • Taught 4 courses to over 1500 students in person and online
  • Analyzed data from over 400 students using Python to identify performance patterns based on various factors, yielding insights for academic improvement strategies
  • Developed automated grading systems in Excel, streamlining the grading process and reducing manual workload by 50%
  • Utilized statistical techniques to conduct in-depth analyses of educational data, resulting in actionable recommendations for curriculum enhancement for Logic I (Phil 279)
  • Secured over $50,000 in research funding through successful grant proposals, demonstrating strong analytical and communication skills in grant writing and project management

Consultant and Data Analyst

Fanavaran Novin Eade | SEP 2019 - AUG 2021
Part-time
  • Analyzed sales data using SQL queries, extracting insights into customer preferences and product trends, resulting in a 10% increase in sales revenue
  • Developed and deployed machine learning models to optimize contract evaluation and bidding strategies, resulting in a 15% improvement in contract win rate
  • Collaborated with cross-functional teams to develop data-driven solutions, contributing to a 20% reduction in operational costs
  • Conducted comprehensive data analyses and prepared detailed reports for stakeholders, facilitating informed decision-making
  • Implemented data quality checks and validation processes to ensure the accuracy and reliability of analytical findings
  • Provided data-driven recommendations for process improvements, resulting in a 25% increase in efficiency

Research Assistant and Instructor

Tartu University | JUL 2018 - JUN 2019
Part-time
  • Collaborated research with a team of 6 researchers working on the nationally acclaimed project Expertise and Fundamental Controversy in Philosophy and Science (MOBTT45)
  • Contributed to the publication of over 15 papers and book chapters in prestigious venues
  • As the main instructor taught a graduate course titled Modal Logics: A Semantic Approach (FLFI.04.076)
  • Designed a graduate-level course syllabus, and over 40 quizzes for a class comprised of 10 master’s and PhD students from diverse backgrounds, including Mathematics, Philosophy, and Linguistics
  • Designed over 30 class worksheets and handouts and held in-person, after-class meetings with students to address their learning needs
  • Guided and supervised students’ end-of-semester projects and organized a 2-day seminar for students to present their final projects

Research Analyst

Scuola Normale Superiore | MAY 2016 - JUL 2016
Part-time
  • Served as a Data Collector and Analyst in the linguistic project Phonetic Features of over 30 Persian speakers led by Dr. Reza Falahati, and in collaboration with Dr. Mohammad Hosein Salarifar.
  • Organized meetings, walked the participants through the process, answered questions, and communicated effectively before and after each case.
  • The project involved collecting participants’ data, playing recorded voices for them, recording their responses using the phonetics software Praat, and organizing and transferring the data to the project supervisor.
  • Utilized Excel to clean, analyze, and visualize data.
  • Results were presented at Labphon 15, Satellite conference on Personality in Speech, Ithaca, NY, USA (Co-presented with Reza Falahati and Mohammad Salarifar).

Education

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MA and PhD in Mathematical Philosophy

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BSc in Mathematics and Applications

Featured Projects

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DeepChef: A modern recipe recommender system

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DeepAnalytic: Expert Philosophy chatbots

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Big Data Wrangling with Google Books Ngrams

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Trend Analysis and Visualization of Bixi Bike Usage

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Sentiment Analysis on Hotel Reviews

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Predictive Analysis of West Nile Virus Spread

Skills

Technical Skills

  • Database: Oracle, Microsoft SQL Server, MySQL, PostgreSQL
  • Programming: Python, Bash, R, VBA, Java
  • Statistics: Hypothesis Testing, A/B tests, Regression
  • Data Visualization: Tableau, Matplotlib, Plotly, Seaborn
  • Neural Networks: Tensorflow, Keras, PyTorch
  • Cloud: GCP, AWS
  • NLP: NLTK, spaCy, Gensim, HuggingFace Transformers
  • Web Scraping: Scrapy, Selenium
  • Big Data: Hadoop, Spark

Other Skills

  • Analytical thinking
  • Problem solving
  • Time management
  • Project management
  • Quantitative reasoning
  • Qualitative reasoning
  • Literature review
  • Research

Publications

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Technical Certificates

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About

I am a Data Scientist and Research Analyst with an academic background in Math, Philosophy, and Logic. I love all things data but particularly find Natural language Processing (NLP) and Generative AI very fascinating. On the philosophical side of things, I like diving deep into questions of machine consciousness, social impact tech, AI safety, and IT ethics.

My academic training spans from Pure and Applied Mathematics to Mathematical Philosophy and Logic, Philosophy of AI, Philosophy of Language, and Artificial Consciousness. During my PhD, my research focused on questions of fundamentality and how we can harness advanced mathematical and logical tools to accommodate a cluster of contemporary puzzles and paradoxes in Philosophy.