Adnan Pervez

Analyst/Developer adxigq@r.postjobfree.com 934-***-**** https://www.linkedin.com/in/adnan-pervez/ New York, NY TECHNICAL SKILLS

Strong: Python, Pandas, Numpy, Machine Learning (Supervised and Unsupervised methods), Scikit-learn, XGBOOST, Feature Engineering, Exploratory Data Analysis, Deep Learning (ANN,CNN,RNN, LSTM), TensorFlow, Keras, JavaScript (ES6+), Statsmodels, Time Series Analysis

(ARIMA, SARIMA, SARIMAX)., Matplotlib, Seaborn, Plotly, Dash, AWS, SQL(Postgres), NoSQL (MongoDB/Mongoose), React Experienced: Docker, Testing (Jest), Continuous Integration/Continuous Development (Travis CI) EXPERIENCE

Software Developer – Lumos – Open Source – AWS Lambda Visualizer, New York, NY 2022-Present

• Developed a performant and lightweight frontend utilizing React’s virtual DOM, capable of handling a high throughput of data to efficiently process AWS Lambda function metrics

• Implemented a unidirectional state management system using React Hooks, reducing prop-drilling and handling asynchronous behavior in a more efficient manner

• Deployed a PostgreSQL database to store user account information, allowing for ACID-compliant storage and efficient vertical scalability using one-to-many or many-to-many relationships among user data

• Utilized the AWS SDK to deliver insights into a user’s Lambda metrics and log information through custom routes to parse and display data to the frontend through Chart.JS, resulting in customized charts and reduced development time

• Contributed to a team of engineers under tech accelerator OSLabs Analyst – Finance, Daloopa, New York, NY 2021-2022

• Analyzed client data with Pandas, improving efficiency and identifying insights, reducing lead search time by 30%.

• Developed a custom data visualization dashboard using Python's Matplotlib, Seaborn, Plotly, and Dash libraries for analyzing the most downloaded company financial models. Presented findings to management

• Oversaw the implementation of Optical Character Recognition (OCR) and text recognition deep learning for improved accuracy and efficiency in document processing across company models

• Led cross-functional teams in hosting models on the torchserve (PyTorch) framework and defining configurations to host ML image files on EKS clusters

• Managed team adherence to Scrum workflow by conducting daily stand-ups and sprint reviews with engineering teams, as well as coordinating deliverables according to Agile development practices using Jira Software Equity Research Analyst – Finance, Canalyst, Vancouver, Canada 2018-2021

• Developed detailed financial models for various technology stocks using Microsoft Excel, with meticulous attention to detail

• Created technology models by incorporating critical software metrics such as deferred revenue, billings, ARR, and RPOs

• Analyzed historical financial statements, summarized conference calls, and evaluated business strategies to develop forecasts for various companies in the technology sector

• Used Pandas and Seaborn to generate visualizations and derive insights from financial model data to uncover insights for forecasting OPEN-SOURCE PROJECTS

Plane Plotter

• Incorporated Redux Toolkit to achieve global state management and conveniently send data through different components to track data flow, while providing an efficient method to scale the existing application with new components and features

• Created a NoSQL database to create a schema that allowed for easy modifications to the database to speed up the development and addition of new features as well as efficient querying to the database

• Developed a Node.js/Express server to efficiently handle HTTP requests to various endpoints based on the middleware design pattern, and used routers and controllers to modularize backend requests enhancing code readability and debugging EDUCATION

BSc Engineering, University of Alberta 2012-2017

CERTIFICATIONS

AWS Certified Solutions Architect – Associate 2022-Present AWS Certified Cloud Practitioner 2022-Present

Chartered Financial Analyst, CFA Institute 2017-Present

• CFA Level 3 candidate, 90th percentile on level 1 and level 2 exams PUBLIC TALKS AND ARTICLES

• New React/Redux Features – Sponsored by SingleSprout INTERESTS

• Avid reader of business and marketing books, weightlifting, passionate basketball and baseball fan