Sumi Sarath
Fahaheel
Summary
Dedicated professional skillful in Machine Learning and Deep Learning Applications. Resourceful and adaptable individual with extensive experience developing and conducting research in AI domain. Comfortable handling complex issues, meeting strict deadlines and adjusting to rapidly changing conditions.
Overview
14
14
years of professional experience
Work History
Research Assistant
Kuwait University
11.2020 - Current
- Enhanced research quality by meticulously collecting and analyzing data from various sources.
- Streamlined data management processes for increased efficiency and accuracy in research findings.
- Collaborated with multidisciplinary teams to develop innovative research methodologies and strategies.
- Conducted literature reviews to support hypothesis development and identify gaps in existing knowledge.
- Prepare new research proposals, conference and journal papers, research reports, etc.
- Presented research findings at conferences, contributing to the advancement of the field.
- Mentored junior researchers, promoting professional growth and skill development within the team.
- Developed comprehensive reports on research progress, keeping stakeholders informed and engaged.
- Secured grant funding by crafting persuasive proposals highlighting the significance of proposed research projects.
- Monitored project timelines, ensuring timely completion of tasks while maintaining high-quality output.
- Contributed to the publication of research articles in peer-reviewed journals, showcasing expertise in various topics.
- Maintained open lines of communication with project leads and team members for effective collaboration on common goals.
- Participated actively in regular meetings with fellow researchers to discuss project updates, challenges faced, and lessons learned during ongoing activities.
- Reviewed documents and data to identify trends and patterns.
- Gathered, arranged, and corrected research data to create representative graphs and charts highlighting results for presentations.
Assistant Professor
Rajiv Gandhi Institute of Technology (Govt. Engineering College)
06.2016 - 11.2018
- Instructed various subjects as per the academic curriculum and conducted continuous evaluations and help students to improve their academics.
- Conducted lab sessions for various subjects, contributing to student engagement, comprehension and learning objectives.
- Conducted lab evaluations of other colleges as a visiting instructor
- Guided students in projects, seminars for there structuring and presentation.
- Encouraged class discussions by building discussions into lessons, actively soliciting input, asking open-ended questions and using techniques to track student participation.
- Maintained regular office hours to provide struggling students with additional course help.
- Conducted on-going program assessment, enrollment and retention tracking.
- Assessed students' progress and provided feedback to enhance learning.
- Elevated student satisfaction rates with accessible office hours, thorough explanations of complex topics, and consistent positive reinforcement.
- Expanded course offerings within the department by suggesting new electives based on emerging trends.
- Strengthened relationships with colleagues by participating in staff workshops, teachers training programmes, conferences, visiting lectures with other departments, etc.
- Facilitated a supportive learning environment with clear expectations, constructive criticism, and open communication between students and faculty members.
- Maintained an up-to-date knowledge of subject matter by attending conferences, workshops, and webinars relevant to the field of study.
- Contributed to departmental goals by serving on various committees focused on curriculum development, assessment strategies, and accreditation requirements.
- Enhanced student research skills by supervising independent studies projects both inside and outside the classroom setting.
- Evaluated student performance through comprehensive assessments, identifying areas of improvement and providing targeted feedback for growth.
- Evaluated and supervised student activities and performance levels to provide reports on academic progress.
- Helped struggling students by providing support outside of classrooms and consistently checking in on progress.
- Applied innovative teaching methods to encourage student learning objectives.
- Mentored students and communicated internship and employment opportunities.
- Proctored exams and provided remediation for learning improvement goals.
- Contributed to planning appropriate and engaging lessons for both classroom learning applications.
- Assisted professors and university reviewers with continuous development, review, planning and outcomes evaluation to measure the student and institution performance.
Lecturer
Presidency College of Management and Technology
06.2014 - 03.2016
- Teaching and Conducting Laboratories
- Helped students to improve in their academics
- Evaluated student progress through regular assessments, providing detailed feedback for improvement and growth.
- Promoted collaboration among students through group projects and presentations, fostering teamwork and communication skills.
- Managed large class sizes effectively, maintaining an orderly learning environment conducive to student success.
- Maintained open lines of communication with parents through conferences, email correspondence, and phone calls to provide ongoing updates on student progress.
- Contributed to departmental meetings by sharing insights on effective teaching strategies and proposing solutions for addressing common challenges faced by faculty members.
- Selected and designed lesson plans and curriculum to meet academic objectives.
- Used PowerPoint to give presentations to student classrooms.
Assistant Professor
College of Engineering Kidangoor (affiliated to CUSAT & belongs to CAPE)
08.2013 - 04.2014
- Improved student retention rates by developing engaging course materials and utilizing interactive teaching methods.
- Increased academic achievement by providing one-on-one mentoring and support to struggling students.
- Elevated student satisfaction rates with accessible office hours, thorough explanations of complex topics, and consistent positive reinforcement.
- Maintained an up-to-date knowledge of subject matter by attending conferences, workshops, and webinars relevant to the field of study.
- Enhanced student research skills by supervising independent studies projects both inside and outside the classroom setting.
- Evaluated student performance through comprehensive assessments, identifying areas of improvement and providing targeted feedback for growth.
- Graded tests and assignments and uploaded to school database.
- Established and maintained inclusive, collegial and collaborative culture within classroom.
- Maintained regular office hours to provide struggling students with additional course help.
- Assessed students' progress and provided feedback to enhance learning.
Lecturer
College of Engineering Kidangoor (affiliated to CUSAT & belongs to CAPE)
07.2010 - 04.2011
- Promoted collaboration among students through group projects and presentations, fostering teamwork and communication skills.
- Evaluated student progress through regular assessments, providing detailed feedback for improvement and growth.
- Managed large class sizes effectively, maintaining an orderly learning environment conducive to student success.
- Provided individualized support for struggling learners, using tutoring sessions and additional resources to close achievement gaps.
- Maintained open lines of communication with parents through conferences, email correspondence, and phone calls to provide ongoing updates on student progress.
- Contributed to departmental meetings by sharing insights on effective teaching strategies and proposing solutions for addressing common challenges faced by faculty members.
- Participated in conferences and professional development opportunities to stay up-to-date with latest trends in field.
- Evaluated and revised lesson plans and course content to achieve student-centered learning.
Education
Master of Technology (M.Tech) - Computational Linguistics
Govt. Engineering College, Sreekrishnapuram, Palakkad
Kerala, India01.2013
Bachelor of Technology (B.Tech) - Information Technology
College of Engineering, Kidangoor
Kottayam, Kerala, India01.2010
H.S.E Certificate - Science With Mathematics
St. John NHSS
Kottayam, Kerala, India01.2006
SSLC Certificate -
Mattakkara High School
Kottayam, Kerala, India01.2004
Skills
- Programming Languages: Python, Matlab, Java, C, C, Shell, Javascript
- Databases: MySQL
- Web Development: HTML, Django, PHP, CSS
- Cloud Computing: Amazon Web Services, Microsoft Azure
- Proficient in Machine Learning, Deep Learning Applications
- Machine learning and artificial intelligence: TensorFlow, scikit-learn or Keras
- Research and Publication: Literature Reviews, Research Project Design, Data Collection and Analysis, Experimental Design, Research Paper Writing, Report Writing, Technical Writing
- Proficient in Microsoft Office Suite, LibreOffice Suite MindMap, Canva, Latex, Beamer, EndNote
- Survey Administration: Questionnaire Development
Statistical Analysis: SPSS - Time Management
- Creating Presentations
- Problem-Solving
- Teamwork and Collaboration
- Conference participation
- Teaching assistance
Personal Information
- Passport Number: P4124263
- Passport Place Of Issue: Cochin
- Date of Birth: 02/15/19
- Nationality: Indian
References
- Prof. Tomsy Paul, Assistant Professor, Department of Computer Applications, Rajiv Gandhi Institute of Technology, Kottayam
- Prof. Ojus Thomas Lee, Associate Professor, CSE department, College of Engineering Kidangoor
Spouse Name
Sarath Sivaram
Projects
Hidden Markov Model Based Malayalam Speech Recognition System, An efficient mechanism to recognize spoken words of a person based on information in speech signal using HTK, Dialogic based synchronous data acquisition system. For completion of this project I developed phonetically balanced Malayalam corpus and Grapheme to Phoneme converter for Malayalam., 2011, 2013 Intelligent Decision Support for E-Logistics and Business Forecasting, Main Project at College of Engineering, Kidangoor. It is an integrated logistics solution for supply chain system, balance supply with demand. The solution use sophisticated optimization techniques (such as travelling salesman problem) to improve flow of goods throughout the supply chain. This system will forecast the next year sales based on previous 3 years sales. Company administrator is the main part of the system. The root of this supply chain is Main warehouse where the products get stocked, which is managed by warehouse administrator. Under Main warehouse there may be warehouses in different zones, each managed by its zone warehouse managers. They also keep stock. Under each zone, a number of retailers, the customers will get services from there., 2006, 2010 Purchase Manager System for A College, Mini Project at College of Engineering, Kidangoor (This project was done in both PHP and Visual Basic)., 2006, 2010 A Multimedia based Project, Mini Project at College of Engineering, Kidangoor (Done with the help of FLASH)., 2006, 2010
Languages
Malayalam
Native language
English
Proficient
C2
Paper Publications
Journals:
- Sumi S Nair, Rechitha C R, C Santhosh Kumar, “Rule Based Grapheme to Phoneme Converter for Malayalam” in Volume II and Issue VII of International Journal of Computational Linguistics and Natural Language Processing. ISSN 2279-0756.
Conferences:
- Fawaz S. Al-Anzi, Abdullah F. Al-Anzi and Sumi Sarath, "Predictive Maintenance in Industrial IoT (IIoT)," Accepted in The 13th International Hybrid Conference on Computer Science and Computational Mathematics ICCSCM 2024, Istanbul Topkapi Universitesi, Istanbul, Turkiye, February 1-2, 2024
- Fawz S. Al-Anzi, S.T. Bibin Shalini, and Sumi Sarath, "Classification of Heart Health Parameters: Algorithmic Evaluation," International Conference on Communications and Information Technology (ICCOMIT-23), 28th November 2023 , Istanbul, Turkey
- Fawz S. Al-Anzi and Sumi Sarath, "Social Spider Optimization for Text Classification Enhancement,." In: Kahraman, C., Sari, I.U., Oztaysi, B., Cebi, S., Cevik Onar, S., Tolga, A.Ç. (eds) Intelligent and Fuzzy Systems, INFUS 2023, Lecture Notes in Networks and Systems, vol 758. Springer, Cham. https://doi.org/10.1007/978-3-031-39774-5_59, 2023.
- Divya S, Rinju O R, Sumi S Nair, Rajeev R R and Raja Varma Pamba "Malayalam Morphological Analyser", In Procedings of National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012.
Timeline
Research Assistant
Kuwait University
11.2020 - Current
Assistant Professor
Rajiv Gandhi Institute of Technology (Govt. Engineering College)
06.2016 - 11.2018
Lecturer
Presidency College of Management and Technology
06.2014 - 03.2016
Assistant Professor
College of Engineering Kidangoor (affiliated to CUSAT & belongs to CAPE)
08.2013 - 04.2014
Lecturer
College of Engineering Kidangoor (affiliated to CUSAT & belongs to CAPE)
07.2010 - 04.2011
Master of Technology (M.Tech) - Computational Linguistics
Govt. Engineering College, Sreekrishnapuram, Palakkad
Bachelor of Technology (B.Tech) - Information Technology
College of Engineering, Kidangoor
H.S.E Certificate - Science With Mathematics
St. John NHSS
SSLC Certificate -
Mattakkara High School
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