I'm Priyanshi

Course Layout -

Basics of Geospatial Analytics and introduction of GEE interface
Visualization in GEE: Understanding spectral band combination and plotting spectral response curves.
Spectral Indices in GEE: Generating Spectral Indices for extracting various Land Features e.g. vegetation, waterbody etc.
Image Classification: Machine learning and other techniques for land feature classification
Data uploading and downloading in GEE for specific area of interest based analysis

22 Jan - 12 Apr 2024

Data Analytics with Python

(NPTEL)

Course Layout -

Introduction to data analytics, probability and Python fundamentals
Sampling and sampling distributions, Hypothesis testing, Two sample testing and introduction to ANOVA, Two way ANOVA and linear regression
Linear regression and multiple regression, Concepts of MLE and Logistic regression, ROC and Regression Analysis Model Building
c2 Test and introduction to cluster analysis, Clustering analysis, Classification and Regression Trees (CART)

Apr - May 2024

TensorFlow: Advanced Techniques Specialization

(Coursera)

About this Course

Custom Models, Layers, and Loss Functions with TensorFlow - Build off of existing models to add custom functionality, learn how to define your own custom class instead of using the Functional or Sequential APIs, build models that can be inherited from the TensorFlow Model class, and build a residual network (ResNet) through defining a custom model class.
Custom and Distributed Training with TensorFlow - Build your own custom training loops using GradientTape and TensorFlow Datasets to gain more flexibility and visibility with your model training. Learn about the benefits of generating code that runs in graph mode, take a peek at what graph code looks like, and practice generating this more efficient code automatically with TensorFlow’s tools.
Advanced Computer Vision with TensorFlow - Implement image segmentation using variations of the fully convolutional network (FCN) including U-Net and d) Mask-RCNN to identify and detect numbers, pets, zombies, and more.
Generative Deep Learning with TensorFlow - Learn about GANs; their invention, properties, architecture, and how they vary from VAEs, understand the function of the generator and the discriminator within the model, the concept of 2 training phases and the role of introduced noise, and build your own GAN that can generate faces.

Feb - Mar 2024

Google IT Automation with Python Professional Certificate

(Coursera)

About this Course

This beginner-level, six-course certificate, developed by Google, is designed to provide IT professionals with in-demand skills -- including Python, Git, and IT automation
Setup, configure, and use your own developer environment in Python, Manipulate files and processes running on the Operating System using Python, Understand and use regular expressions (regex), a powerful tool for processing text files, Understand and use regular expressions (regex), a powerful tool for processing text files, Know when to choose Bash or Python, and create small scripts using Bash
Analyze real-world IT problems and implement the appropriate strategies to solve those problems, Demonstrate techniques to quickly find and solve the root cause of problems in IT infrastructure, Understand the root cause for problems related to speed, crashes, or exhausted resources in computer,Identify the most common pitfalls of code and how to fix them
Understand the benefits of configuration management and infrastructure as code, Create and maintain containers with Docker and Kubernetes to create efficient and safe application deployment, Automatically deploy new virtual machines running in the Cloud, Deploy changes in a safe manner following CICD principles
Use Python external libraries to create and modify documents, images, and messages, Understand and use Application Programming Interfaces (APIs) to interact with web services, Understand and use data serialization to send messages between running programs, Build a solution using the skills I have learned

Mar - Apr 2024

Google UX Design Professional Certificate

(Coursera)

About this Course

User experience (UX) designers focus on the experience that users have while using products like websites, apps, and physical objects.
Identify common job responsibilities of entry-level UX designers and other teams you might work with, Understand foundational concepts in UX design, such as user-centered design, the design process, accessibility, and equity-focused design, Explain why design sprints are an important and useful part of a UX designer’s work.
Empathize with users to understand their needs and pain points, Develop problem statements to define user needs, Generate ideas for possible solutions to user problems.
Create storyboards to come up with ideas about solutions to user needs, Create wireframes on paper and digitally in the design tool Figma, Build paper prototypes to create interactive designs, Design low-fidelity prototypes in Figma.
Plan and conduct moderated and unmoderated usability studies, Synthesize observations from usability studies and come up with insights, Share research methodology and insights using persuasive presentation skills, Modify low-fidelity designs based on research insights.
Build mockups and high-fidelity prototypes in the design tool Figma, Define and apply common visual design elements and principles, Demonstrate how design systems can be used to organize, standardize, and enhance designs, Understand the role of design critique sessions and feedback while iterating on designs, Apply each step of the UX design thinking framework (empathize, define, ideate, prototype, test) to create a dynamic website, Plan information architecture and sitemaps for website designs, Apply common layouts for web pages, Complete a design project and include it in your professional UX portfolio.
Apply each step of the UX design thinking framework (empathize, define, ideate, prototype, test) to create a project focused on social good, Build wireframes, mockups, and low-fidelity and high-fidelity prototypes for a dedicated mobile app and a responsive website,

Experience

July-Sept 2024

Data Sciene Intern

at Learn and Build, jaipur, Rajasthan

Two months of immersive learning in the realms of Data Science with AI and ML- a journey of exploration, learning, and hands-on experience. Click Here for Certificate

Contributed to data gathering efforts by identifying relevant sources and employing techniques such as web scraping and API integration. Also involved in data preprocessing tasks like cleaning, normalization, and handling missing values.
Assisted in performing statistical analysis on datasets to derive meaningful insights and identify patterns, utilizing tools like Python's NumPy and Pandas libraries.
Collaborated with senior team members to develop ML models for various predictive analytics tasks. Implemented algorithms such as regression, classification, and clustering using libraries like scikit-learn.
Gained exposure to deep learning concepts and frameworks such as TensorFlow or PyTorch, experimenting with neural network architectures for tasks like image recognition or natural language processing (NLP).
Contributed to feature engineering processes by identifying and creating relevant features from raw data, aiming to improve model performance and robustness.
Assisted in creating informative visualizations using libraries like Matplotlib and Seaborn, effectively communicating insights and trends derived from data analysis and model outputs.
Actively participated in group projects, working alongside peers to solve real-world problems leveraging AI & ML techniques. Demonstrated strong teamwork and communication skills throughout the project lifecycle.
Concluded the internship with a reflective session, highlighting key learnings, achievements, and areas for further growth. Expressed gratitude for the valuable experience gained and the opportunity to contribute to cutting-edge projects in the field of AI & ML.

July-Aug 2022

Front-End Web Development

At Matrix Computers(A unit of Aryan Informatrix PVT. LTD. , Jaipur, Rajasthan

Received comprehensive training on the fundamentals of front-end web development, including HTML and CSS.
Click Here for Certificate

Learned to structure web pages using HTML, understanding the importance of semantic markup for accessibility and SEO optimization.
Explored various CSS properties and selectors to apply styles, including layout techniques such as Flexbox and Grid for responsive design.
Delved into the basics of JavaScript programming, including variables, data types, functions, and control flow structures.
Introduced to popular front-end frameworks and libraries such as Bootstrap, jQuery, and React, understanding their role in simplifying development tasks and enhancing user experiences.
Explored strategies for optimizing web page performance, including minimizing file sizes, optimizing images, and asynchronous loading of resources.
Expressed gratitude for the opportunity to gain practical experience and build a strong foundation in front-end web development within a short timeframe.

Education

2021-2025

Bachelor of Technology

Poornima Institute of Engineering and Technology, Jaipur, Rajasthan (Rajasthan Technical University)

Specialization: Artificial Intelligence & Data Science

2019-2020

Senior Secondary Education

A.K.M. Senior Secondary School, Bharatpur, Rajasthan (RBSE Board)

Percentage : 92.40%

2017-2018

Secondary Education

A.K.M. Senior Secondary School, Bharatpur, Rajasthan (RBSE Board)

Percentage : 84.67%

Certifications

Jan 2024

Microsoft AI Skills Challenge

Microsoft

Dec 2023

completion of the Microsoft Learn Cloud Skills Challenge on Azure AI Fundamentals.

Microsoft

3rd-4th Nov 2023

SPHINX-23

At MNIT Jaipur(Offline)

25th-29th Sept. 2023

Karyashala (One-week High-End Workshop)

At NIT Rourkela(Offline)

16th-22nd August 2023

STUTI-21(One-Week Training Program)

at NIT Warangal(Offline)

10 Aug 2023

Cybersecurity Essentials (LFC108)

The Linux Foundation

17-18 Jul 2023

Geoprocession using Python

By Indian Institute of Remote Sensing (IIRS)

June 2023

Digital Skills: Artificial Intelligene

Accenture

May 2023

Database Management System

By Great Learning

14 Aug 2022

The Fundamentals of Digital Marketing

Google Digital Garage

7th-14th feb 2022

Codathon-2022

MANIT Bhopal(Online)

More Certifications

Projects

Below are the Projects on Python, Java, HTML, CSS, JS, PHP, MySQL & ML

MindMeldApti using Java

Involves the development of a user-friendly interface that presents aptitude questions and evaluates user responses. This project amalgamates Java's robustness with interactive GUI components to create an engaging and educational quiz platform for aptitude assessment.

Recommendation System using ML

Build an intelligent system that analyzes user behavior or preferences to suggest items or content that are likely to be of interest to them. Typically, this involves several key steps. Firstly, data collection and preprocessing are essential, where user interactions or historical data about items are gathered, cleaned, and transformed into a suitable format for ML algorithms.

Coronavirus Statistical Study using Python

this project involves gathering, processing, and interpreting data related to the COVID-19 pandemic using appropriate tools and techniques. Initially, data is sourced from reliable repositories such as government health departments, global health organizations like the World Health Organization (WHO), or public datasets available online. Python, along with libraries such as Pandas, NumPy, and Matplotlib or Seaborn, is commonly used for data handling, manipulation, visualization, and analysis tasks.

DBMS based College Transport Management System

Developed using HTML, CSS, PHP, and MySQL, the system offers a user-friendly interface for accessing transportation-related information, making reservations, and administering the transport services effectively. The DBMS-based College Transport Management System is a web application designed to streamline the management of transportation services within a college or university campus.

Achievements

Dec 2022

Awarded a Scooty under "Kalibai Bheel Medhavi Chhatra Scooty Yojna"

by Rajasthan Goverment

2018, 2020

Awarded a "Gargi Puraskar" by "Balika Siksha Foundation"

Rajasthan Goverment

Research & Membership

June 2022

International Conference of Smart Innovation for Society

(ICSIS-2022)

Published Research Paper on "MANIPULATION AND MANUFACTURE OF MATERIAL WITH NANOTECHNOLOGY"

2022-2026

Member of Indian Society for Technical Education

Joined 2024

Member of Google Cloud Innovators Program

Joined 2024

Member of Google's Women Techmakers