Looking
for opportunities inBackend Python Development &
Machine Learning Engineering roles
Get to know
About Me
Backend Python Development &
Machine Learning Engineering roles
Fun Fact
The term “open source” was coined in 1998, the same year that the Open Source Initiative was founded.Hi! My name is Shruti and I relish the challenge of transforming data into actionable insights, seeking innovative solutions that yield tangible impacts. In 2018, a TEDx video introduced me to the potential of Machine Learning & AI in detecting medical conditions like breast cancer and diabetes at an early stage. This ignited a spark that fueled my curiosity to leverage coding and ML to solve diverse challenges across life and software development with practical solutions.
As a passionate tech explorer, I'm captivated by the realms of backend and frontend development, with a growing prowess in Machine Learning. My open-source contributions have honed my ability to craft clean, readable, and maintainable code that fostered effective teamwork and progress.
Fast-forward to today, I've had the privilege to complete a recent internship working on a Computer vision project which further sharpened my ML skills. This invaluable experience helps me as I currently search for opportunities in the roles mentioned above. I am eager to contribute meaningfully within dynamic teams while growing my skill set.
Apart from coding, I enjoy sharing knowledge through writing articles over Hashnode. When I step away from the screen, I find balance in reading Non-Fiction & Indian Mythology books and practicing yoga. This blend of continuous learning, sharing knowledge, and mindfulness forms the core of my approach to my work in tech! 📚✨
My Technical Abilities
Skills
Programming Languages
Python
Javascript
Web Development Tools
HTML5
CSS3
Bootstrap
React
FastAPI
Node.js
Databases
MySQL
MongoDB
SQLite
Cloud Platforms
AWS
Google Cloud (basics)
Machine Learning Tools
Pandas
Numpy
OpenCV
Pillow
TensorFlow
Keras
Scikit-learn
Matplotlib
Seaborn
Plotly
Other Tools
Streamlit
LangChain
Linux
Git
GitHub Actions
REST APIs
Postman
Netlify
All of my projects at a glance.
Portfolio
Chat with EduChain Bot
An educational chatbot web app that can answer your questions related to the 'LangChain & Vector Databases in Production' course by Activeloop.
STACK USED : Python, Apify, Cohere, Activeloop, OpenAI, LangChain, Streamlit
The Air We Breathe
A Streamlit app that visualizes global air pollution levels through interactive maps and charts, showcasing AQI values of various pollutants across cities.
STACK USED : Python, Pandas, Matplotlib, Seaborn, Plotly, Streamlit
Streamlit Custom Toggle
A custom component to load heart-shaped Toggle Switch widget in Streamlit.
STACK USED : Python, Typescript, React, HTML, Shell script, PyPI package
Magical Image Art
A Streamlit App that can convert and apply three different styling effects to an Image.
STACK USED : OpenCV, Numpy, Pillow, Streamlit
Streamlit Beginner Template
A template app that helps you to learn and build Streamlit apps on Replit platform as well as explore about Streamlit library.
STACK USED : Python, Streamlit, Replit
A quick recap of where I've worked
Work Experience
Omdena
Junior Machine Learning Engineer | Task Lead
Internship
April 2023 - July 2023
Led the 'Model Building and Deployment' task for the Philippines Chapter project addressing real challenges faced by farmers using Machine Learning.Developed a robust deep learning classifier with around 91% accuracy to identify prevalent rice diseases in the Philippines. Contributed to the Streamlit app that embeds all models & deployed it using HuggingFace Spaces.Showcases my learning journey and accomplishments so far.
Achievements
Articles Written
Explore my thoughts and perspectives through several articles I have written over Hashnode. I have also contributed a post for the Streamlit Blog.