Sidharth Swamy

I love software, math, and data

Accelerated BS/MS Applied Math & Stats, Comp Sci Minor | Stony Brook University

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Experience

Data Science Intern

Zeno, EV Startup

Apr 2025 – Sep 2025

Built a data pipeline for Modbus and monitoring devices at battery swap stations (India, Africa), ingesting via NNG sockets and streaming over UDP/TCP with zlib compression into Parquet on S3.
Handled compressed CAN messages over UDP, generating MF4 files with asammdf.
Developed a Voila analytics layer on Parquet data to detect outages and other device events.
Produced Windows firmware-flashing binaries and debugged GitHub Actions builds, resolving false malware detections.

Projects

MNIST Convolutional Neural Network

CNN built from scratch in Python that classifies handwritten digits from the MNIST dataset.

Boeing Database

SQL database integrating 45,000+ data points on Boeing aircraft, airports, airlines, flights, and incidents.

Airfleets Scraper

Python web scraper for airfleets.net that extracts production list data from selected aircraft types.

Gmail Filter

Python tool utilizing the Google Gmail API to filter and delete emails based on custom keywords and senders.

Reports

One Predictor Regression Analysis

Multivariate imputation of missing data by chained equations.

Multiple Regression Computing Project

Multiple regression + Lasso modeling of gene-environment interactions.

Skills

Python

Java

MS Access

HTML

Coursework

Software

Computational Geometry

The design and analysis of algorithms to solve geometric problems in computer graphics, robotics, geographical information systems, manufacturing, and optimization.
Topics include convex hulls, triangulation, Voronoi diagrams, visibility, intersection, robot motion planning, and arrangements.

Data Structures & Algorithms

Program using sophisticated features of object-oriented programming
Define and use data types and data structures
Design algorithms with consideration for time and memory efficiency

Object Oriented Programming

Programming in Java, using concepts such as object classes, encapsulation, inheritance, and polymorphism
Programming with sound code structure and use systematic software debugging and testing techniques

Math

Analysis of Algorithms

Mathematical analysis of a variety of computer algorithms including searching, sorting, matrix multiplication, fast Fourier transform, and graph algorithms
Time and space complexity. Upper-bound, lower- bound, and average-case analysis
Introduction to NP completeness

Operations Research: Deterministic Models

Linear programming foundations, including linear algebra, geometry, simplex method, and primal–dual programs
Applications of linear programming to economics, systems analysis, transportation, and production control

Probability & Statistics

Surveyed data analysis techniques, including stem-and-leaf displays, box plots, and schematic plots
Explored probability distributions, including binomial, normal, and t-distributions, and conditional distributions
Applied confidence intervals, significance tests, and straight-line fitting in statistical analysis using R

Graph Theory

Developed proof-based reasoning and advanced graph theory skills; applied combinatorial methods to analyze structures and counts
Applied algorithmic problem-solving in networks and optimization, with game-theoretic and discrete techniques

Data

Data Analysis

Applied probability theory and statistical methods like chi-square and F-distributions
Analyzed data using regression, ANOVA, and categorical tests
Completed projects using R and Python on linear and multiple regression with synthetic data

Data Science & Machine Learning

A rigorous introduction to machine learning and GIS mapping techniques that are being applied in economics
Worked with teams to create multiple neural networks

Database Design

Designed database applications using Entity-Relationship modeling and the relational data model
Developed and queried databases using SQL and database development tools
Completed a project involving database design, implementation, and administration