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Technical Management Jobs in Mumbai - IIT Bombay

CW
Technical Management
IIT Bombay
Any Graduate, Other Course
IIT Bombay
Last Date 11 Mar 2021
This Job is Expired

IIT Bombay - Job Details

Date of posting: 11 Feb 21
About the internship
Selected intern's day-to-day responsibilities include:

1. Understanding the requirements in detail and eliciting them from the involved stakeholders
2. Leading the machine learning team and guiding them in the challenges that they are facing
3. Collaborating with the backend development team and ensuring the requirements are implemented correctly and the project is headed on the right track
4. Organizing meetings with all the required stakeholders and discussing the requirements, issues, challenges, updates, and progress relevant to the project
5. Overseeing that the development and testing are done as per industry standards and a proper pipeline is followed to ensure smooth operations of the project
6. Deploying the system on private servers and then handling the server operations
7. Managing the team and overseeing the tasks done by them
8. Recruiting skilled team members as per the needs of the project
9. Coordinating with industry experts and taking technical inputs from them in the challenges faced during the project
10. Maintaining the product backlog and software documentation

Note: This is a technical management role where you would be required to lead a backend team working on C++/Python and also to lead the ML team. Technical guidance will be provided by industry experts or professors but the candidate needs to execute the work with the team and manage it efficiently.
Skill(s) required
  • Python
  • Software Testing
  • Django
  • Machine Learning
  • C++ Programming
  • Learn these skills on Internshala Trainings
    Who can apply

    Only those candidates can apply who:

    1. are available for full time (in-office) internship

    2. can start the internship between 1st Feb'21 and 8th Mar'21

    3. are available for duration of 6 months

    4. have relevant skills and interests

    Perks
  • Certificate
  • Letter of recommendation
  • Flexible work hours
  • 5 days a week
  • Additional Information

    We are working on detecting the layout of the OCRed text, preserving it, and reflecting it to automate the annotation task. Optical character recognition (OCR) is the process of converting document images into an editable electronic format. OCR in Indian languages is quite challenging due to richness in inflections. Using open-source and commercial OCR systems, we have observed the word error rates (WER) of around 20-50% on printed documents in four different Indic languages. Moreover, developing a highly accurate OCR system with an accuracy as high as 90% is not useful unless aided by the mechanism to identify errors. So, we started with the problem of developing 'OpenOCRCorrect', an end-to-end framework for error detection and corrections in Indic-OCR. Our models outperform state-of-the-art results in 'Error Detection in Indic-OCR' for six Indic languages with varied inflections and we have solved the out of vocabulary problem for “Error Correction in Indic-OCR” in our ICDAR-2017 conference paper. We further improve the results with the help of sub-word embeddings in our ICDAR-2019 conference paper.

    There is an immediate demand to keep the softcopy of the Indian preserved texts. Currently, we are targeting Sanskrit. Although the OCR tools available online do a decent job on English texts, they are not optimized for Indic languages. Thus, we developed an in-house OCR model for the same. The model can detect text with the maximum level of accuracy and can draw bounding boxes on each line of the text. Further, in the digitization process of such texts, the second step would be spelling correction and formatting of the text detected by the OCR models. 

    Number of openings
    1

    Certificate: Will be provided at the end of the Internship

    Job Summary

    Job Type : Internship / Projects
    Job Category : Tech Support
    Hiring Process : Face to Face Interview
    Who can apply : Freshers

    About IIT Bombay

    About IIT Bombay
    The Indian Institute of Technology, Bombay (IITB) is one of the fifteen higher institutes of technology in the country set up with the objective of making facilities available for higher education, research, and training in various fields of science and technology. With the same mission and vision, professor Ganesh Ramakrishnan is gearing to take rural India a leap ahead. For his outstanding contributions, he has also been awarded the IBM Faculty Award in 2011. IIT Bombay has also honored professor Ganesh's work on 'adaptive framework for end-to-end corrections in Indic OCR'.
    This Job is Expired
    This posting is done directly & exclusively on Freshersworld.com. We do not entertain any unsolicited calls or enquiries from any consultants, other portals or TPOs. Notice: This recruitment is FREE. if the recruiter charges any fees, please write us info@freshersworld.com
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