Divya Kamat

Data Scientist

https://talent.gravityer.com/divya-kamat

Senior Lead, Data Science | AIOPS | Data Engineering and Analytics

Kyndryl

Key Strengths

Strong foundational knowledge in various AI/ML domains, including NLP, Computer Vision, Reinforcement Learning, and Large Language Models.
Extensive hands-on experience with Python and Jupyter Notebook for model development and experimentation.
Demonstrated ability to build and train complex models from scratch (e.g., GPT2, Deepseek, smolLM2), indicating deep understanding of underlying architectures.
Experience with specific advanced techniques like DETR for Panoptic Segmentation and T3D for RL in self-driving cars.
Current role as a Data Scientist at Kyndryl aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are exclusively personal and highly technical, focusing on cutting-edge AI/ML research and implementation. This indicates a strong passion for the field and self-driven learning. However, the lack of team projects, open-source contributions (beyond personal repos), or diverse project types makes it difficult to assess collaboration skills or adaptability to different team environments. The current role as a Data Scientist suggests professional alignment, but details are missing.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise and technical, but no information on collaboration, problem-solving approach, or communication style is available.

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Projects

rl_selfdriving_car_t3d

January 1, 2026 – Present

Trained RL using T3D for Self Driving Car

View Project

reinforcement-learning-01

December 19, 2025 – Present

Reinforcement Learning - Bellman equation, self-driving car using Deep Q-Network (DQN)

View Project

deepseek-from-scratch

November 26, 2025 – November 28, 2025

Build and Train Deepseek from Scratch with MHLA, MoE with Loss Less Load balancing and Shared Experts

View Project

smolLM2-135M-from-stratch

November 17, 2025 – November 21, 2025

Train smolLM2 135M model from stratch

View Project

gpt2-from-scratch

November 14, 2025 – November 14, 2025

Train GPT2 from stratch

View Project

Panoptic-Segmentation-DETR

August 19, 2021 – August 21, 2021

This implements Object detection and Panoptic Segmentation using DETR on custom dataset

View Project

torch_cv_wrapper

June 28, 2021 – July 23, 2021

Torch based library for developing computer vision models

View Project

EVA

April 24, 2021 – August 14, 2021

EVA 6 Assignments

View Project

AutoTicketAssignment

July 20, 2020 – March 5, 2021

Auto Ticket Assignment Application using NLP

View Project

PyTorch

June 24, 2020 – July 5, 2020

This repositories contains the functionalities within PyTorch

View Project

Key Strengths

Strong foundational knowledge in various AI/ML domains, including NLP, Computer Vision, Reinforcement Learning, and Large Language Models.
Extensive hands-on experience with Python and Jupyter Notebook for model development and experimentation.
Demonstrated ability to build and train complex models from scratch (e.g., GPT2, Deepseek, smolLM2), indicating deep understanding of underlying architectures.
Experience with specific advanced techniques like DETR for Panoptic Segmentation and T3D for RL in self-driving cars.
Current role as a Data Scientist at Kyndryl aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Divya Kamat

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit