Talent's Information
-
Location
Pune, India
-
Rate
$11.0 per Hour
-
Experience
3.2 Year
-
Languages Known
English,Hindi
Available for
About Gaurav
I am quick learner and problem solver. I have done all my A levels and GCSE’s subjects with good grades in India. I have a Bachelor’s degree in Mechanical Engineering and Master’s degree in Engineering Management with Industrial Practice. I have certifications in AutoCAD, UG NX, Catia V5, Creo, Solid-edge, Solid-works, Ansys, CNC (Milling and turning) and Scrum master. Besides these I am in continuously learning new skills so I have knowledge and great practice of Python (Scikit-learn, TensorFlow, Machine Learning, Deep Learning, Data Science and analysis, NumPy, Pandas, Django, Docker, Selenium and DevOps). Related to data science I have good talent in data researching, data wrangling, data visualization, data optimization and data modelling with data training.
Work Experience
Data Scientist
- January 2019 - November 2022 - 3 Year
- India
Projects
Asteroid Classification Project (Based On Their Si
- January 2019 - June 2019 - 6 Months
-
Key Points:
Used Seaborn, matplotlib, numpy and pandas library.
Removed dummies then concatenated labels.
Used heat map method to find out mean, std deviation and mainly for segregation.
Used Skearn with xgboost and test train split to find accuracy.
House Price Predication (Using Multivariable Regr
- June 2019 - January 2020 - 8 Months
-
Key Points:
Used Linear regression from sklearn.
The model was developed visualizing all the factors such as distance of commute, number of rooms, population, home value and pollution. The histogram diagrams where visualized where ever necessary.
We used pairplot method to pair variables.
The final result is prediction of house price.
Hospital Management System
- December 2019 - April 2020 - 5 Months
-
Key Points:
A simple Hospital management system in the IDE itself and the data was stored in CSV files after importing the same.
The data are kept separate of both doctors and patients as .CSV files and the entry is saved on the same files and it gets updated.
Two files are kept and imported as excel for the reading and writing the patients information.
Password is also kept for login purpose in the IDE itself.
ISS Overhead Notifier (In Real-time)
- April 2020 - October 2020 - 7 Months
-
Key Points:
ISS overhead notifier using API, JSON and smtp.
The ISS notification is send on the email ID of that respective person.
The ISS notification gets triggered when the ISS is that Users Latitude and Longitude.
The JSON handles the request from the respective urls one of which is ISS location and other is sunrise and sunset times.
Eye Controlled Mouse Project
- January 2021 - December 2021 - 12 Months
-
Eye controlled mouse was developed by using cv2, pyautogui and mediapipe.
The left eye is made for clicking and the right eye is made to move the cursor to desired location by taking co-ordinates of both eyes with respect to screen height and width.
The points on the face are plotted by meshing the face by facemesh.
The waiting time to carry next operation the wait time is kept at 1 second.
Soft Skills
Industry Expertise
Education
Mechanical Engineering in B.E
Pune Institute- June 2016 - June 2018
