Vansh C — CV

Curriculum vitaeVansh C — Rev 2026.08

Vansh C.

SRM Institute of Science and TechnologyChennai, India

B.Tech in Computer Science and Engineering (AI/ML)Expected July 2027

GPA 7.8
Coursework: data structures & algorithms, OOP, computer organization, combinatorics, machine learning, artificial intelligence, statistics & applications, software testing.

ETL-ML-IntegrationJul 2025 — Aug 2025

python · pandas · numpy · scikit-learn · flask · joblib

Designed an end-to-end ETL pipeline in Python and Pandas that ingests raw CSV, maps labels and executes model inference through a single entry-point script — collapsing a multi-step manual process into one scripted run.
Programmed a scoring algorithm weighing keyword heuristics against source reliability, and exposed it through version-tagged Flask endpoints with health metrics so downstream services could integrate against a stable contract.

python · windows · wmi

Host-level monitoring daemon for a Windows machine, watching authentication failures, process launches and removable-media events, and raising alerts on suspicious sequences rather than isolated events.
The prototype that LaptopGuard later generalised into a three-component suite with a remote dashboard.

python · jupyter · scikit-learn · satellite data

Trained regression models over satellite imagery features to predict environmental impact indicators, handling the messy parts — missing scenes, inconsistent resolutions and heavily skewed target distributions.
Worked end to end in notebooks: feature engineering from raw raster bands through model selection and error analysis on held-out regions.

Networking Nexus, SRMChennai, India

Corporate Director & Team LeadJan 2025 — Present

Programming: python · c# · java · c++ · javascript · sql
Frameworks: fastapi · flask · next.js · .net · scikit-learn · react.js · node.js
AI & Data: claude api · pandas · numpy · scikit-learn
Tools & Databases: postgresql · sqlite · supabase · tailscale · git · vite · docker