Key Projects
Private Market Intelligence Workflow
- Built automation workflows to convert unstructured private market information into structured intelligence
- Combined scraping, enrichment, and validation steps for scalable monitoring
- Used Python, SQL, FastAPI, n8n, Playwright, and Selenium
Fraud Detection Graph Database
- Modeled users, transactions, cards, devices, IP addresses, and merchants in Neo4j
- Implemented Cypher queries to detect suspicious multi-hop relationships and shared infrastructure patterns
- Built a runnable prototype with Python and Docker for graph-based fraud analysis
A/B Testing For E-Commerce
- Analyzed conversion rates using hypothesis testing
- Applied logistic regression to support product decisions
- Recommended retaining the older webpage based on statistical evidence
Stroop Effect Analysis
- Applied paired t-tests to prove cognitive performance differences between congruent and incongruent conditions
Prosper Loan EDA In R
- Explored borrower credit trends, risk factors, and loan distributions in a large peer-to-peer lending dataset
WeRateDogs Twitter Analysis
- Wrangled multi-source data using the Twitter API and neural network predictions
- Performed exploratory analysis on rating behavior and dog stage patterns
Data Lake With Spark On AWS
- Built an ETL pipeline processing JSON logs in S3 using Spark
- Created an analytics-ready data engineering workflow for a music streaming startup
Style Transfer Using CNNs
- Implemented VGG-based neural style transfer with custom gram matrix calculations
- Generated artistic image transformations through iterative optimization
Sentiment Analysis With RNN
- Built an LSTM-based model for IMDB movie review classification
- Applied deep learning sequence modeling techniques to text data
Speech-To-Text Recognition
- Leveraged Google AI APIs for high-accuracy conversion of speech and music excerpts to text
Stock Market Analysis In Python
- Imported, resampled, and analyzed historical stock data
- Calculated moving averages and volatility metrics
SQL Music Store Analysis
- Extracted customer and genre insights using advanced SQL queries and subqueries on the Chinook database
GitHub Portfolio Projects
Below are selected public repositories from my GitHub profile that complement the projects listed in my resume.
📉 Stock Market Analysis
Python-based analysis of historical stock data, moving averages, and volatility metrics.
🧪 Data Analyst Nanodegree Projects
A collection of analytics, experimentation, wrangling, and visualization projects from the Udacity Data Analyst Nanodegree.
🧠 Sentiment Analysis Using Neural Network
Neural-network-based sentiment classification work aligned with deep learning and NLP themes from my resume.
🎙️ Speech To Text
Speech recognition project focused on converting audio into text using AI-assisted workflows.
📱 Google App Rating Data Analysis
Exploratory analytics project examining app behavior and rating patterns.
🕸️ Web Scraping Python
Python scraping work that connects well with my browser automation and data extraction experience.
📚 Data Foundations Projects
Foundational analytics projects built around SQL, spreadsheets, and early data exploration workflows.
🧮 Mathematics For ML
Math-oriented learning work tied to machine learning fundamentals and model intuition.
Electronics And Hardware Projects
32x8 Synchronous RAM In VHDL
- Built byte-addressable synchronous memory using multiple memory blocks
4-Way Set Associative Cache Architecture
- Designed an L1 cache controller with FIFO replacement on a Virtex4 FPGA board
16-Channel WDM Transmitter And Receiver
- Designed and analyzed a full optical transmission span using OptiSystem