Market Track and InfoScout merged to form Numerator, a marketing intelligence firm that brings together omnichannel marketing, merchandising and sales data to make pursuing new possibilities simple for brand, retail and agency clients. Owned by Vista Equity Partners, Numerator is the only company in the marketplace to connect omnichannel purchase data and comprehensive path data to deliver an unmatched view of the consumer shopping and purchase experience. Today, more than 2,100 brands, retailers, manufacturers, and agencies rely on Market Track and InfoScout for timely market intelligence.Projects:- Receipt Segmentation and Image Stitching- NER tagging and Seq2Seq machine translation- Receipt Image and OCR Text ClassificationStack:- Python, SQL- PyTorch, TensorFlow/Keras- Docker, AWS Sagemaker, Snowflake

Yewno offers a proprietary Knowledge Graph Platform to extract market data and deliver insights.Yewno is responsible for finding hidden data patterns & investment opportunities, allowing investors to be ahead of the market.• Utilized libraries such as Boto3 (AWS SDK for Python) to build a data library that allows pulling and analysis of large sets of datasets. • Used NLP toolkits such as spaCy, Keras to attribute quantifiable "knowedge concepts" on news articles to provide trading intelligence beyond technical analysis • Built a Flask web-app to visualize datascience tools and containerize cloud resources

Served as a Teaching Assistant for the Data Analytics program offered by UC Berkeley and Trilogy Education. My goal was helping students really grasp difficult data analytics tools that can be directly applied in the workspace.Content for this bootcamp:• Advanced Excel (Pivot Tables, VBA Scripting)• Fundamental Statistics (Modeling, Forecasting)• Python Programming (Python 3, NumPy, Pandas, Matplotlib, API Interactions, Social Media Mining)• Databases (MySQL, MongoDB, ETL)• Front–End Web Visualization (HTML, CSS, Bootstrap, Dashboarding, JavaScript Charting, D3.js, Geomapping with Leaflet.js)• Business Intelligence Software (Tableau)• Advanced Topics (Big Data Analytics with Hadoop, Machine Learning)

At Emplow (Merged with Vyou August 2019), our vision was to help companies make better and faster hiring decisions by focusing on assembling the right teams. We optimize the pre-employment screening process to identify applicants who not only have the right skill-set and qualifications but also the complimentary personality traits that'll optimise existing teams. • Clustered personality types mapped through text features, psychometric archetype matching and modeled classification models to attribute personality insights.• Developed a chrome-extension to visualize Myer's Briggs personality classification that uses web-scraping techniques to analyse candidates based of social media profiles such as LinkedIn and Twitter.• Built a Django-based web platform as our client portal to visualize these insights

The in-space manufacturing company specializing in the design and engineering of 3D printers for use in microgravity.• Executed test plans in order to challenge 3D models through experiential analyses and verify model implementation.

A multinational provider of information technology, networking technology solutions and business process outsourcing.I was responsible for front end software development tasks in building a platform for video storage and management. • Successfully used Java programming to design major aspects of TechTube, an online data/video storage platform.• Collaborated with business analysts to design, code, test, debug, and support new software projects and features.