Nirdosh Gandhi
Experience & Education
Experience
Analyst
Axtria - Ingenious Insights - [Bengaluru, Karnataka]
July, 2024 - Present • Website: axtria.com/
- Working as a Data Engineer with hands-on expertise in Azure Databricks, Data Factory and DevOps.
- Analyzing Pharmaceutical Data to derive actionable insights utilizing Python, SQL and Microsoft Excel.
Analyst Intern
Jan, 2024 - July, 2024 • (Link to Certificate)
Selected as an Analyst Intern through campus placement.
- Developed ETL pipelines using PySpark. Experienced with functional tools like Jira and Confluence.
- Applied advanced analytics techniques to assess marketing effectiveness and optimize promotional strategies.
Project Intern
Bhaskaracharya National Institute for Space Applications and Geo-informatics (BISAG-N) - [Gandhinagar, Gujarat]
Jan, 2022 - April, 2022 • (Link to Certificate) • Website: https://bisag-n.gov.in/
- Performed Exploratory Data Analysis(EDA) on Indian road accident dataset.
- Accelerated data processing and visualization by utilizing Numpy, Pandas, Matplotlib, Seaborn and Tableau. Deployed it on Heroku.
- Achieved an accuracy of 83.3% using logistic regression and 74.6% using decision tree classifier to classify the severity of the accidents: slight or serious.
- Project: fsep2022.herokuapp.com/
Summer Intern
June, 2021 - July, 2021 • (Link to Certificate)
- Contributed to the News Summarizer web application as a machine-learning intern using Natural Language Processing techniques. The app summarize articles fetched from API using word frequency algorithm and deployed it on Heroku cloud.
- Implemented language-specific news fetching in 12 different languages based on user preferences.
- Project: news-portal-summarizer.herokuapp.com/
Education
M.Tech, Computer Science and Engineering
(Specialization in Artificial Intelligence)
Delhi Technological University - [New Delhi, Delhi]
Aug, 2022 - July, 2024 • Website: dtu.ac.in/
- CGPA: 8.95/10
- Relevant Coursework: Machine Learning, Artificial Neural Networks, Natural Language Processing, Pattern Recognition, Advanced Computer Vision, Predictive Modelling, Blockchain, Heuristic Methods, Advanced Data Structures and Algorithms, Principles of Artificial Intelligence, Information and Network security, Advanced Database Management System
B.Tech, Computer Engineering
Birla Vishvakarma Mahavidyalaya - [Anand, Gujarat]
July, 2018 - May, 2022 • Website: bvmengineering.ac.in/
- CPI: 8.07/10
- Relevant Coursework: Data Structure, Design and Analysis of Algorithms, Operating Systems, DBMS, Computer Networks, C Programming, Discrete Mathematics, Theory of Computation, Compiler Design, Software Engineering, Information Security, Data Analytics and Visualization, Machine Learning, Android Programming, Basics of Embedded and IoT Systems, .NET Technology
Tech I'm familiar with
C++
C
Java
JavaScript
Python
Django
Flask
MySQL
PostgreSQL
Firebase
Heroku
PythonAnywhere
R
Bootstrap
PHP
Jquery
Git
GitHub
Arduino
IFTTT
OpenCv
Scikit
Numpy
Pandas
Apache Spark
Azure
Databricks
MS Excel
Jira
Confluence
Projects
Road Accident Analysis & Parking Offences
Data analysis and prediction project on Indian road accident dataset & NYC parking violations dataset. Developed using machine learning libraries, Flask, Tableau and Heroku. Achieved an accuracy of 83.3% using logistic regression and 74.6% using decision tree classifier.
- • Tools & Technologies:
Python, Flask, Tableau, Heroku
Skin Cancer Detection using CNN
Implemented a skin cancer detector using ResNet-50 model to accurately identify the presence of malignant cancer cells in images. Leveraged deep learning libraries by using TensorFlow and Keras. Demonstrated expertise in designing and training a deep learning model that achieved an impressive accuracy rate of 92.4%.
- • Tools & Technologies:
TensorFlow, Keras, Python
News Summarizer Portal
Built the News Summarizer web application using Django, MySQL & NLP. Deployed it on the Heroku cloud platform. The app fetches articles of different categories from news API and display the summaries using TF-IDF algorithm. News are fetched in 12 different languages according to users’ prefilled country preference.
- • Tools & Technologies:
NLP, Django, MySQL, Heroku
Gandhi Art Drawing
Built web application to promote the business of brother using Django, Bootstrap & SQLite. Deployed it on PythonAnywhere. Used Django groups to differentiate admin & customer users & decorators to restrict access to certain views. Website has around 400 visits per month & it helped him to increase sales by 40%.
- • Tools & Technologies:
Django, Bootstrap, PythonAnywhere
Invisible Cloak
Python model made using OpenCV. Made this project for fun & learn. While facing the camera, the model hides the objects on the basis of it's HSV range. It does bitwise AND operation between pre-captured background image & real time video. LinkedIn post on it has reached near 1500 reactions.
- • Tools & Technologies:
Python, OpenCV
LRU LFU Cache Visualizer
Demonstrated cache algorithms with efficient data structures like hash maps and linked list to optimize memory management. Visualized graphics component using the C++ SFML(Simple and Fast Multimedia Library) - graphics library to illustrate the cache operations like get and put.
- • Tools & Technologies:
C++, Data tructures and Algorithms, OS, SFML
Mini Projects
Gesture Controller
Executable setup to control mouse & keyboard events with human gestures using Computer Vision. Used haarcasacde classifier for face detection, cvzone’s hand tracking Module, imutils to fetch eye landmarks from dlib shape predictor.
-
• Tools & Technologies:
Tkinter, Haarcascade, CVZone, Dlib
AI Email Classifier
Classified unread mails from the authorized gmail account using IMAP4 protocol. Used GridSearchCV, TfdfTransformer for feature extraction & SGDClassifier to train the model. Mails are classified into 20 different categories. Achieved 76.6% accuracy.
-
• Tools & Technologies:
SGDClassifier, Flask, IMAP4 protocol
G-Home Assistant
NodeMCU based model which control our home appliances on used with IFTTT or AdaFruit service. On giving the voice command to Google Assistant or triggering the button on Blynk application, it toggles the home appliances.
- • Tools & Technologies:
IFTTT, Blynk, NodeMCU
Js Task Manager
A To-do task manager which stores user data in localStorage of browser using JavaScript, jQuery and JSON. It has some basic CSS animation & also have searching-sorting bars & task manager tabs for doing specific operations.
- • Tools & Technologies:
JavaScript, jQuery, Bootstrap
Car Parking System
Online Simulation of Car Parking System. It display the number of Vacant parking positions. It works with Micro servo motor, Potentiometer, Push buttons and LED 16x2. You can simulate it online using given demo link.
- • Tools & Technologies:
Tinkercad, IOT
Training & Certifications
Awards & Achievements
✽ Qualified GATE CSE 2022 examination conducted by IIT Kharagpur.
✽ Runner-up in a college-level competitive programming contest.
✽ Selected in the regional round of Smart Gujarat for New India Hackathon (SGIH 2019-20).
✽ Recognized by Google for creating Actions on Google, rewarded with a Google Home and goodies.
List of Publications
Industrial IoT: Overview, Enabled Technologies, Recent Case Studies & Challenges
• Link to IEEE Xplore
• Link to IEEE Xplore
Extracurricular & Co-curricular Activities
Tenure: Sep 2022 - Present
• Assisted over 70 undergraduate students in understanding and implementing programs related to Operating Systems and the C language.
• Assisted over 70 undergraduate students in understanding and implementing programs related to Operating Systems and the C language.
Tenure: Jul 2019 - Mar 2020
• A technical community dedicated to assisting colleagues and junior members in exploring new tools and technologies in computer science.
• Organized various workshops, expert talks and programming contests for them.
• A technical community dedicated to assisting colleagues and junior members in exploring new tools and technologies in computer science.
• Organized various workshops, expert talks and programming contests for them.
Tenure: May 2019 - Present
• Contribute information, reviews and photos about local business and edit missing information on Google Maps, helping users make informed decisions since May 2019.
• Achieved Local Guides Level 6.
• Contribute information, reviews and photos about local business and edit missing information on Google Maps, helping users make informed decisions since May 2019.
• Achieved Local Guides Level 6.
• Successfully Cleared Intermediate Drawing Grade Examination in 2015.
• Link: drawing_intermediate/
• Learning Piano by myself on casio and sometimes on phone too.
• Link: drawing_intermediate/
• Learning Piano by myself on casio and sometimes on phone too.
Tenure: July 2018 - July, 2020
• Attended many seminars & workshops on Machine learning, System Design, AWS.
• Participated in different competition and also attended expert & alumni talks.
• Webiste: bvmengineering.ac.in/CSI/
• Attended many seminars & workshops on Machine learning, System Design, AWS.
• Participated in different competition and also attended expert & alumni talks.
• Webiste: bvmengineering.ac.in/CSI/
Contact
Location:
Bengaluru, India
Email:
gandhinirdosh@gmail.com
Lotus feet of H.D.H. Prabodhjivan swamiji