Skip to content
View itzsam-lol's full-sized avatar
☣️
Develpoing
☣️
Develpoing

Highlights

  • Pro

Organizations

@Ignite-Room

Block or report itzsam-lol

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
itzsam-lol/README.md

About

BTech 3rd year — building at the intersection of machine learning, quantitative finance, and alternative data research.

Focused on systematic alpha generation, event-driven strategies, and applying computer vision + NLP to financial signals. I work primarily in Python and enjoy turning messy, unconventional datasets into structured research frameworks.

Open to collaborating on quant research, ML-for-finance, and anything involving satellite imagery or SEC filings.

Featured Projects

Oceanic-Edge Quantitative research framework generating stock alpha by mapping maritime AIS telemetry and satellite computer vision to global supply chain congestion signals.

SPLM End-to-end quantitative research framework generating stock alpha by detecting vehicle occupancy in satellite imagery using YOLOv8.

LedgerLens Python pipeline for Benford's Law analysis on SEC EDGAR 10-K filings — chi-square and MAD-based anomaly detection, suspicion scoring, heatmap visualizations, and ReportLab PDF audit reports.

macro-event-study-framework Cross-asset event study framework tracking CPI, NFP, PMI, and FOMC market reactions across equities, FX, rates, and volatility — built with FRED API and yfinance.

Tech Stack

Python Jupyter NumPy Pandas scikit-learn PyTorch OpenCV JavaScript React NodeJS MongoDB Postgres MySQL AWS Docker C++

GitHub Stats

Connect

LinkedIn Discord

Pinned Loading

  1. Oceanic-Edge Oceanic-Edge Public

    Quantitative research framework generating stock alpha by mapping maritime AIS telemetry and satellite computer vision to global supply chain congestion.

    Jupyter Notebook

  2. SPLM SPLM Public

    "End-to-end quantitative research framework generating stock alpha by detecting vehicle occupancy in satellite imagery using YOLOv8."

    Jupyter Notebook

  3. LedgerLens LedgerLens Public

    Python pipeline for Benford's Law analysis on SEC EDGAR 10-K filings. Chi-Square & MAD-based anomaly detection, suspicion scoring, heatmap visualizations, and ReportLab PDF audit reports for 30 US …

    Python

  4. macro-event-study-framework macro-event-study-framework Public

    Cross-asset event study framework tracking CPI, NFP, PMI & FOMC market reactions across equities, FX, rates and volatility — built with FRED API + yfinance.

    Python