We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
The project comprises of working on automated information extraction from drone data.
Responsibilities
Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines are met
Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Finding available datasets online that could be used for training
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Skills
Proficiency with a deep learning framework such as TensorFlow or Keras
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Proficiency with OpenCV
Familiarity with Linux
Ability to select hardware to run an ML model with the required latency.
Only those candidates can apply who:
1. are available for full time (in-office) internship
2. can start the internship between 6th Jul'19 and 10th Aug'19
3. are available for duration of 6 months
4. have relevant skills and interests
AIRPIX is one of the leading solutions provider using drone/UAV based data and is a DIPP government of India recognized startup. The company boasts of working with some of largest organizations in India (both government and private) such as Indian Railways, Larsen & Toubro, Shapoorji & Pallonji, Government of Karnataka, Pune Smart City and many more. The company is also the winner of the Indian Innovation Growth Program.