Mahim Dashora
+91-8792164269 | contact.mahim@gmail.com | linkedin.com/in/mahimdashora | github.com/mahimdashora
Experience
Jr Machine Learning Engineer
Oct 2021 – Nov 2021
Omdena
Certificate
• Worked on Forest Wood Fire Gas detection systems for environmental IoT startup Dryad
• Implemented KNN, AdaBoost algorithms for classifcation of gas into Forest fire, Disturbances, Normal air, and
Cigarette smoke
• Model was deployed into Gas Sensors (microcontrollers) using TinyML
Projects
DJIA Stock Price prediction | Python,TensorFlow | Github
Jan 2021 – May 2021
• Developed a LSTM-ARIMA Hybrid ensemble model combined with News sentiment model to predict DJIA index
prices
• Implemented ARIMA model for Time series data
• Predicted DJIA index with 98.5% accuracy on 75-25 Test Train Split Data
Image To Code | Python,FastAPI,Bootstrap CSS | Github
• Developed a REST API that extracts Code (text format) from screenshots of Coding video tutorials
• Used Tesseract OCR for text extraction and converted images to binary format
• Implemented backend using FastAPI
Air Canvas | Python,OpenCV,NumPy | Github
• Developed an OpenCV application which tracks draws the pattern from the movement of hands
• The colour marker is detected and a mask is produced.
• Movement co-ordinates are stores in a queue which are later used to print lines on screen
Technical Skills
Languages: Python, C/C++, SQL (Postgres),NoSQL(MongoDB), HTML/CSS
Frameworks: React, FastAPI,
Libraries: pandas, NumPy, Matplotlib,OpenCV
Deployment: Heroku
Achievements
• 3 Stars (1665 max rating) on CodeChef mahim dashora
• 5 Stars Problem Solving on Hackerrank MahimDashora
• Top 10 Finalists ACM-Women Hackathon
• MRD Scholarship holder for being top 20% of batch
Education
PES University
Btech in Computer Science CGPA -8.51
Central Public School
High School Diploma,PCM -83.4%
Bangalore
Aug. 2019 – May 2023
Udaipur
Aug. 2017 – May 2018