Danish Shaikh

AI Researcher

Bengaluru, Karnataka, India8 yrs 1 mo experience

Most Likely To Switch

Key Highlights

4+ years of experience in Data Science.
Expertise in Machine Learning and Natural Language Processing.
Proven track record in improving customer satisfaction scores.

Stackforce AI infers this person is a Data Scientist with expertise in E-commerce and AI-driven solutions.

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Skills

Core Skills

Machine LearningData Science

Other Skills

Azure DatabricksBERTComputer VisionData AnalysisDeep LearningGoogle Vision APIHiveQLKubernetesMLflowPySparkPython (Programming Language)XGBoost

About

👉 4+ years of experience in Data Science. 👉 Skilled in Feature Engineering, Machine Learning, Natural Language Processing 👉 Projects on Computer Vision, Active Learning, Graph Convolutional Networks 👉 Masters in Artificial Intelligence at Indian Institute of Science (IISc), Bangalore. 👉 Projects on Graph Convolutional Network for Active Learning 👉 Interests are aligned with Chatbot, Incremental Learning, Active Learning 👉 Frameworks: PyTorch, GCN, Databricks, HiveQL, Kubernetes, MLFlow, Kedro, BentoML

Experience

Walmart global tech

2 roles

Senior Data Scientist

Promoted

Jul 2025 – Present · 8 mos

Data Scientist

Jan 2023 – Jul 2025 · 2 yrs 6 mos

Udaan.com

Data Scientist

Jul 2021 – Jan 2023 · 1 yr 6 mos · Bangalore Urban, Karnataka, India

Chatbot
Trained and deployed transformer models to solve the free-text queries of the customers arriving at CS
Improved the predictions of the model by concatenating the sentence embedding with the users' embedding
Reduced the chats flowing to the agents by 300+ per day
Query Prediction Model
Worked to ensure a positive and hassle-free customer experience for all users
Managed to build custom QPMs more personalized to users with their embeddings to enhance their experience on CS
Increased the bot resolution from 24.49% to 30.34% and CSAT score from 56% to 77%
Image Deduplication
Initiated image deduplication project and built a custom statistical model with the pHash algorithm.
Improved the existing dedupe model with the Google Vision API model
Orchestrated pipelines to automate the archival process leading to 1500+ listings automatically archived every week
Improved the f-score of detecting duplicates with the new model by 32.45%

Machine LearningPySparkAzure DatabricksHiveQLXGBoostBERT+3

Amazon

Applied Scientist

Apr 2020 – Jul 2020 · 3 mos · Bengaluru, Karnataka

I was involved with Ad Moderation Team at Amazon, where we have to restraint ads based on book title, book description, image text, etc.
The project, titled "Abstention in Classification Task", involves selective classification of samples where the model abstains on those data points where it is not confident about.
The model helps to moderate the ads by improving the FPR and Recall curve.

Machine Learning

Indian institute of science (iisc)

Graduate Student

Aug 2019 – Jun 2021 · 1 yr 10 mos · Bengaluru Area, India

Developed a novel mechanism of actively picking samples to label for the task of Object Classification for my master's project titled "Data Relation Extraction using Graph Networks".