ch dineshreddy
@chdineshreddy
Detail-oriented Data Annotation Specialist with expertise in computer vision.
IndiaWhat I'm looking for
I am a detail-oriented Data Annotation Specialist with over 14 months of hands-on experience in large-scale computer vision and NLP projects. My proven ability to deliver high-accuracy annotations for autonomous driving and OCR systems has been a cornerstone of my professional journey. I am adept in using advanced tools such as CVAT, Human-in-the-Loop, and Halo, and I possess a strong foundation in Lidar, video, audio, and image annotation.
In my current role at Randstad Technologies, I have contributed significantly to autonomous driving projects by performing detailed annotations, achieving over 100,000 data points annotated with 99% accuracy. My collaboration with client ML teams has led to a remarkable 97% precision and recall in trained models. I have also proposed improvements to annotation guidelines, resulting in a 20% increase in labelling speed, showcasing my commitment to continuous improvement and efficiency.
Additionally, my freelance work with RWS Group on OCR and NLP annotation projects has further honed my skills in coordinating with clients for quality reviews and feedback. I have successfully completed end-to-end NER annotation on financial and medical reports, exporting data for training ML models, which underscores my ability to handle complex projects effectively.
Experience
Work history, roles, and key accomplishments
CWX Contingent Worker
RWS Group
Jan 2024 - Present (1 year 7 months)
Worked on OCR and NLP annotation projects including audio and text annotation using tools such as Halo and Workspace. Gained experience with CVAT tool for image/video-based labelling. Coordinated directly with US-based clients for quality reviews and feedback sessions.
Associate Process Executive
Randstad Technologies Pvt Ltd
May 2024 - Present (1 year 3 months)
Contributed to autonomous driving projects by performing detailed annotations including frame, clip, and Lidar labelling (4DGT). Annotated over 100,000 data points with 99% accuracy, ensuring adherence to strict quality guidelines. Worked with advanced tools like Human-in-the-Loop (HL2) and GTASS to label lane changes, wait conditions, body pose, mcd, traffic signs, and steering wobble.
Mechanical Engineer
Dr. Reddy's Pvt Ltd
Mar 2021 - Aug 2022 (1 year 5 months)
Responsible for process monitoring, equipment maintenance, and documentation in the manufacturing department. Ensured operational efficiency and compliance with industry standards.
Mechanical Engineer
Genesys Biologics Pvt Ltd
Oct 2018 - Mar 2021 (2 years 5 months)
Handled mechanical maintenance operations, troubleshooting, and preventive maintenance planning. Implemented strategies to minimize downtime and optimize machinery performance.
Education
Degrees, certifications, and relevant coursework
CMR Technical Campus, Hyderabad
Bachelor of Technology, Mechanical Engineering
2014 - 2018
Completed a Bachelor of Technology in Mechanical Engineering. Studied core mechanical engineering principles and applications.
Sri Chaitanya Junior College
Intermediate, MPC (Mathematics, Physics, Chemistry)
2012 - 2014
Completed Intermediate education with a focus on Mathematics, Physics, and Chemistry (MPC). Gained foundational knowledge in science and mathematics.
Oxford High School
SSC, General Studies
2011 - 2012
Completed Secondary School Certificate (SSC) education. Developed a strong academic foundation across various subjects.
Availability
Location
IndiaAuthorized to work in
Job categories
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