13 Aug
|
Kavi Software Technologies
|
Thoraipakkam
13 Aug
Kavi Software Technologies
Thoraipakkam
Join our
team as a Senior Data Scientist specializing in Computer Vision, where you will
lead the design, development, and deployment of cutting-edge vision-based
machine learning models. In this role, you will tackle complex real-world
business challenges by building scalable AI solutions. We are looking for an
expert with a deep understanding of image and video processing who can
seamlessly bridge the gap between technical innovation and business impact.
Key
Responsibilities:
- Develop
and deploy sophisticated computer vision models for tasks including object
detection, image classification, segmentation, OCR, and real-time video
analytics.
- Design,
train, and evaluate robust supervised and unsupervised models for
classification, regression, and clustering tasks.
- Conduct
rigorous cross-validation and statistical significance testing to validate
model robustness.
- Manage
large-scale datasets by overseeing collection, annotation strategies,
cleaning, and data augmentation to ensure high-quality model training.
- Build
scalable NLP solutions including Named Entity Recognition (NER), sentiment
analysis, text classification, and semantic search.
- Deploy,
fine-tune, and align LLMs using advanced parameter- productive methods
(LoRA, QLoRA) and instructional datasets.
- Implement
state-of-the-art neural forecasting and traditional statistical methods
(ARIMA/ETS) to capture trend, seasonality, and exogenous variables.
- Architect
autonomous and semi-autonomous multi-agent systems capable of task
planning, tool usage, and reflection.
- Architect
and optimize deep learning frameworks such as CNNs, Vision Transformers,
GANs, and YOLO for production-ready environments.
- Formulate
and solve complex real-world operations research challenges using Linear
Programming (LP), Mixed-Integer Linear Programming (MILP), and
meta-heuristics.
- Collaborate
with cross-functional engineering, product, and MLOps teams to integrate
vision models into end-to-end production pipelines.
- En
📌 Senior Data Scientist (Thoraipakkam)
🏢 Kavi Software Technologies
📍 Thoraipakkam