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Machine Learning Architect
Machine Learning Architect
codeMantra's logo

Machine Learning Architect

Ranjith PR's profile picture
Posted by Ranjith PR
13.5 - 28 yrs
₹15L - ₹37L / yr
Chennai
Skills
skill iconData Science
skill iconMachine Learning (ML)
skill iconDeep Learning
OpenCV
Solution architecture
skill iconR Programming
skill iconPython
Architecture
Image Processing

GREETINGS FROM CODEMANTRA !!!

 

EXCELLENT OPPORTUNITY FOR DATA SCIENCE/AI AND ML ARCHITECT !!!

 

Skills and Qualifications

 

*Strong Hands-on experience in Python Programming

*** Working experience with Computer Vision models - Object Detection Model, Image Classification

* Good experience in feature extraction, feature selection techniques and transfer learning

* Working Experience in building deep learning NLP Models for text classification, image analytics-CNN,RNN,LSTM.

* Working Experience in any of the AWS/GCP cloud platforms, exposure in fetching data from various sources.

* Good experience in exploratory data analysis, data visualisation, and other data pre-processing techniques.

* Knowledge in any one of the DL frameworks like Tensorflow, Pytorch, Keras, Caffe Good knowledge in statistics, distribution of data and in supervised and unsupervised machine learning algorithms.

* Exposure to OpenCV Familiarity with GPUs + CUDA Experience with NVIDIA software for cluster management and provisioning such as nvsm, dcgm and DeepOps.

* We are looking for a candidate with 9+ years of relevant experience , who has attained a Graduate degree in Computer Science, Statistics, Informatics, Information Systems or another quantitative field. They should also have experience using the following software/tools: *Experience with big data tools: Hadoop, Spark, Kafka, etc.
*Experience with AWS cloud services: EC2, RDS, AWS-Sagemaker(Added advantage)
*Experience with object-oriented/object function scripting languages in any: Python, Java, C++, Scala, etc.

Responsibilities
*Selecting features, building and optimizing classifiers using machine learning techniques
*Data mining using state-of-the-art methods
*Enhancing data collection procedures to include information that is relevant for building analytic systems
*Processing, cleansing, and verifying the integrity of data used for analysis
*Creating automated anomaly detection systems and constant tracking of its performance
*Assemble large, complex data sets that meet functional / non-functional business requirements.
*Secure and manage when needed GPU cluster resources for events
*Write comprehensive internal feedback reports and find opportunities for improvements
*Manage GPU instances/machines to increase the performance and efficiency of the ML/DL model

 

Regards

Ranjith PR
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About codeMantra

Founded :
2004
Type :
Services
Size
Stage :
Profitable

About

codemantra is a global leader in Intelligent Document Processing (IDP). Its AI-powered platform automates digital document accessibility compliance, captures and extracts actionable insights from raw data, and transforms documents into any desired digital format. codemantra has consistently delivered high-quality solutions and services to over 300 global customers in multiple markets including publishing, financial services, government, public sectors, nonprofits, and K-12 and higher education. Headquartered in Boston, codemantra also has offices in London and Chennai, India.
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