CHRISTY VARGHESE

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SUMMARY

AI/ML Engineer with 1year experience in Deep Learning. Enthusiastic in solving real-world problems by Analyzing, Computing and Predicting using the power of Data.

EXPERIENCE:

Associate Engineer, Ignitarium Technology Solutions Private Limited, Kochi, India
MAY 2021 - Present

• Created a Yoga Pose Estimation Android App using Media pipe (Blazepose) for Mobile & Edge Devices.
• Worked on deep learning projects like Automatic Number Plate Recognition (ANPR) for Japanese Plates.
• Collected and Labeled Data.
• Worked on PyTorch for model loading and inferencing.
• Familiarized with architectures like YOLO3,YOLO4.

PROJECTS & INTERNSHIPS

1. Data Science Intern, SeekACE Solutions Pvt Ltd, Jaipur, India
   NOV 2020 : FEB 2021
   • Analyzed OSHA dataset and learned about conditions leading to fatal injuries in a working environment.
   • Model for predicting the type and fatality of injuries caused in construction works due to the working environment.
   • Translating Indian Languages using Google API and NER tagging using Spacy.
2. INGV -Volcanic Eruption Prediction - Kaggle
   • Analyzed INGV -Volcanic Eruption Prediction Kaggle dataset and predicted the time left for eruptions.
   • The time-series data were analyzed and Machine Learning Models were developed
   • Ensemble and Custom models to improve the performance.
   • Blog
   • Github
3. Anti-Theft Real Time Monitored Smart Vault With Biometric Verification
   • Implemented 3 levels of biometric verification security.
   • Internal method to store the log data in the cloud in order to check last login and activities in case of any complaints.
   • Provision to track the location of the vault in case of theft.

TECHNICAL SKILLS

Specialities: Machine Learning, Data Science, Automation Languages: Python, C/C++
Frameworks/ Tools: Scikit-learn,Pytorch, Tensorflow,Matplotlib Programming Environment: Windows,Linux