Hi, I'm Mansi 👋
Building innovative solutions with machine learning and artificial intelligence.
MK

About

I'm an ML & AI developer dedicated to crafting innovative AI solutions. With skills in machine learning, neural networks, and data analysis, I build impactful tools and systems, always eager to tackle new challenges.

Work Experience

Q

Quillbook

Jan 2024 - May 2024
Machine Learning Engineer (Freelance)
Developed a robust backend system and machine learning model for efficient document scanning and accurate text extraction. The solution involved creating a scalable backend infrastructure to handle large volumes of documents and implementing advanced ML techniques to extract and process text with high precision.

Education

P

PEC, Chandigarh

2022 - 2026
B.Tech CSE
S

Springfields Public School

2006 - 2020
AISSE, AISSCE

Skills

Python
TensorFlow
Neural Networks
Arduino
Scikit-Learn
OpenCV
NLP
Transformers
SQL
C++
OOPs
Computer Networks
Linux
Crytography
Making Intelligence

Check out my latest work

I've worked on a variety of projects, from simple digit recognition to make full-fledge text-extractor, superseding libraries like OCR engines.

Page Feature Extractor

This project aims to automate the extraction of various areas from images, using ROI detection and OCR technology to enable accurate, efficient digitization and categorization of document content. Particularly useful for digitizing and categorizing documents, enabling efficient data processing and retrieval

Pyhton
Flask Server
Tesseract OCR
OpenCV
Website

Business Data Management

Gathered quarterly datasets for 12 commodities across four quarters using Pareto Principle .Conducted in-depth analysis for each quarter, resulting in segregated sales and revenue visualizations

Excel
Data Mining
Data Collection
Data Analysis
Pareto Graph Analysis
Source
Hackathons

I like building things

Over the past 3+ years, I’ve participated in numerous hackathons. These events bring together talented individuals to create innovative solutions in just a few days, showcasing the power of collaboration and creativity.

  • G

    Google Maps Hack2Skill

    India

    The Amburoute project is a route optimization web application built using Flask for the backend, HTML/CSS for the frontend, and integrated with Google Maps API for real-time data. It allows users to efficiently plan journeys by calculating optimal routes based on various parameters for Ambulance drivers,reducing upto 20 min/trip.
    Blog
    Code
  • S

    Smart India Hackathon

    India

    Engineered real-time video feed analysis and vehicle detection using OpenCV. Implemented TensorFlow-based machine learning for parking space counting, reducing parking search time by 40%. Achieved accurate prediction of 85% parking availability, displayed through a bird's-eye-view camera.
    Blog
    Code
  • F

    Flipkart Grid-5.0 Health

    India

    The project uses the power of LLMs to provide personalized fashion recommendations. It features a user-friendly web interface, built using
    Code
  • I

    Ideathon

    Punjab Engineering College,Chandigarh, India

    Developed a Flutter application that provides an interactive platform for college students to showcase their technical and non-technical achievements. The application features a dynamic frontend and is supported by a Firebase-hosted backend server, ensuring seamless integration and user experience
    Website
    Code
  • F

    Flipkart Grid-4.0 Robotics

    Indian Institute of Technology, Madras, India

    Engineered an autonomous drone as part of Flipkart Grid Robotics using Python, ROS, OpenCV, GeoPandas etc. to develop path planning, object recognition. Gained hands-on experience in areas like, Drone hardware, Computer Vision, Simulation.
    Blog
    Code
Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on twitter and I'll respond whenever I can. I will ignore all soliciting.

LinkedIn
X