AI / ML · DATA · SOFTWARE

SAMRUDDIHEGDE.

I build intelligent, practical things with code, curiosity and an unreasonable number of tabs open — resume engines, vision systems and document AI that people can actually use.

PYTHONCOMPUTER VISIONNLPEMBEDDINGSFASTAPI
See selected work GitHub
Samruddi Hegde in a sunlit workspace
building intelligent things, slowly and on purpose.

turning messy ideas
into working systems →

B.E.
CS & DS
BENGALURU · 2026
01 THE PERSON BEHIND THE MODELS

ABOUT / CURRENTLY CURIOUS

I LIKE TURNING MESSY
IDEAS INTO WORKING SYSTEMS.

Computer Science & Data Science graduate from SJB Institute of Technology, Bengaluru (June 2026). Most of what I build starts as a slightly annoying question — why is this document impossible to search, why does this system not see what a person sees — and ends as something running end to end.

I work across AI/ML, computer vision and Python development: embeddings and NLP for documents, detection and recognition for the physical world, and enough backend to make the model an actual product. I like experiments, I like shipping, and I think the interface matters as much as the accuracy score.

  • EDUCATION B.E. Computer Science & Data Science, SJBIT Bengaluru · 2026
  • FOCUS AI / ML, computer vision, data, intelligent applications
  • LEARNING NOW Retrieval systems, model evaluation, better product thinking
Photo booth strip of black and white portraits
Iced coffee on a sunlit desk beside a notebook
fuel / prop / personality trait
Pressed burgundy cosmos flower
02 SELECTED WORK

THINGS I BUILT
THAT ACTUALLY RUN.

Six projects, two of them stubborn enough to become real products. Open one to read the case study.

A printed resume marked up with a highlighter and magnifying glass
01 / NLP · Semantic matching

AI Resume Analyzer

An ATS-style resume analysis engine that reads a resume the way a hiring system would — then explains what it found.

WHAT I BUILT
  • Resume parsing into clean, structured sections
  • Embedding-based semantic matching against a job description
  • ATS-oriented scoring and gap insights
  • AI-generated recommendations in plain language
TECHNOLOGY

Python · FastAPI · Streamlit · NLP · Embeddings · Machine Learning

GitHub
A single board computer with a camera module beside object detection overlays
02 / Computer vision · Hardware

Assistive Vision System

A computer-vision companion for visually impaired users — it looks at the room and says what is there.

WHAT I BUILT
  • Real-time object detection with YOLO
  • Face recognition for familiar people using DeepFace
  • Voice-oriented interaction loop
  • Edge deployment concepts on Raspberry Pi / ESP32, data on Supabase
TECHNOLOGY

Python · YOLO · DeepFace · OpenCV · Raspberry Pi / ESP32 · Supabase

GitHub

MORE FROM THE ARCHIVE — 03 / 06

click a project
to look closer ↗

03 EXPERIENCE

TWO INTERNSHIPS.
A LOT OF DEBUGGING.

2025 → 2026 · where the theory met other people’s deadlines.

2025
JUN 2025 — JUL 2025

Sasken Technologies

AI Developer Intern

DOMAIN
AI / ML · Document intelligence
WHAT I BUILT
Worked on AI/ML-oriented development: document processing, embeddings and intelligent information retrieval over technical material.
2026
FEB 2026 — JUN 2026

Aansh Group

Software Developer Intern

DOMAIN
Software · Automation · Vision
WHAT I BUILT
Built and tested APIs, worked on home automation applications and contributed to a face-recognition-based system.

the messy middle is
usually where it gets good.

04 NOTES FROM THE DESK

A LETTER TO
THE INTERNET.

Typed slowly. Debugged twice.

SAMRUDDI · AI/ML
Hot coffee beside a vintage typewriter
05 THE TOOLBOX

WHAT I REACH
FOR FIRST.

LANGUAGES
  • Python
  • SQL
  • JavaScript
DATA
  • Pandas
  • NumPy
  • Scikit-learn
AI / ML
  • Machine Learning
  • NLP
  • Computer Vision
  • Embeddings
  • YOLO
  • DeepFace
BACKEND
  • FastAPI
  • Flask
TOOLS
  • Git
  • GitHub
  • Streamlit
  • Hugging Face
  • Supabase
Analog contact strip of collected visual observations

obsessed with AI ×
design × useful things →

Samruddi writing notes at her deskWaiting in the darkroom...
06 SAY HELLO

LET’S MAKE
SOMETHING
INTERESTING.

Open to AI/ML, Data Science, Software Engineering and product roles — especially the kind that start with a good question.

samruddihegde9@gmail.com