Sneha Vijaykumar — Data Scientist
Data Scientist at Takeda| 4 Years of Data-Driven Excellence Welcome to my LinkedIn journey! 👋 I’m a Data Scientist with 4.5 years of experience building AI solutions across retail, e-commerce, oil and gas, and pharma. Over time, my work has moved from classical ML into the newer world of Gen AI, where I focus on RAG pipelines, AI Agents, and agentic AI workflows that solve practical problems at scale. I enjoy working where data, engineering, and product thinking meet. Whether it’s tightening a retrieval pipeline, grounding models with domain knowledge, tuning LLM behavior, or shaping end-to-end workflows, I like turning complex systems into something reliable enough for production. Specialized Areas: Machine Learning Natural Language Processing Deep Learning, Transformers, LLMs, RAG Time Series Analysis and Forecasting Tech Stack: Data Processing: Python, Pandas, NumPy Data Visualization: Power BI, Matplotlib, Seaborn, Amazon Quicksight ML Frameworks: Scikit-learn NLP Libraries: NLTK Deep Learning: PyTorch Cloud: Azure Experiment Tracking: MLflow Containerization: Docker Version Control: Git, GitHub Databases: SQL Server Working across multiple industries has helped me adapt fast, understand constraints, and design solutions that are not just accurate but operationally sound. I like building systems that teams can rely on, not one-off prototypes. Excited to connect and learn together! See you on my profile. 😄
Stackforce AI infers this person is a Data Scientist with expertise in AI solutions for healthcare and retail sectors.
Location: Bengaluru, Karnataka, India
Experience: 4 yrs 11 mos
Skills
- Natural Language Processing
- Generative Ai
- Data Analysis
- Machine Learning
Career Highlights
- 4.5 years of experience in AI solutions across multiple industries.
- Expertise in Generative AI and RAG pipelines.
- Strong focus on building reliable production systems.
Work Experience
Takeda
Data Scientist (11 mos)
Shell
Data Science Analyst (1 yr 11 mos)
Amazon
Data Analyst (2 yrs 1 mo)
Education
Post Graduate Program in Data Science and Engineering - Online at Great Learning
Bachelor of Science at National College, Basavanagudi, Bangalore-4(Autonomous)