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Entry-level computer vision/data roles in metro Bangalore attract many applicants, increasing competition.
Skills are transferable across industries, but document-fintech domain specifics moderately limit fit.
Specific ML/CV technical skills and degree required but experience is flexible, so moderate strictness.
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Develop and improve computer vision models including Object Detection, Image Quality Assessment, OCR, Document Understanding, and Image Classification.
Prepare, clean, label, and analyze image datasets; address data quality issues to improve dataset reliability.
Train, evaluate, and fine-tune deep learning models using modern frameworks; support production deployment and monitoring of models.
Degree required: BE / BTech / ME / MTech / MCA in Computer Science or Artificial Intelligence related fields.
Technical skills: Strong understanding of Machine Learning and Deep Learning fundamentals, Computer Vision concepts, Python programming experience.
Familiarity with at least one deep learning framework, preferably PyTorch, and experience with OpenCV, NumPy, Pandas, PIL, scikit-image, matplotlib.
Work Experience Required: 0–2 years in Computer Vision, AI, or Machine Learning; internships or academic projects acceptable.
Candidate with hands-on experience or academic projects in Computer Vision and Deep Learning, especially using PyTorch and relevant CV libraries.
Ability to perform data preparation, model training, evaluation, and production support tasks effectively in collaboration with engineering teams.
Interest and capability in researching and implementing latest AI and Computer Vision techniques to innovate and improve models.