Sneha Vijaykumar

Data Scientist

Bengaluru, Karnataka, India4 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key 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.
Stackforce AI infers this person is a Data Scientist with expertise in AI solutions for healthcare and retail sectors.

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Skills

Core Skills

Natural Language ProcessingGenerative AiData AnalysisMachine Learning

Other Skills

Anthropic ClaudeLLaMARegressionVisualizationMulti-agent SystemsModel Context Protocol (MCP)ClassificationGitScikit-LearnNumPyPyTorchLarge Language Model Operations (LLMOps)Neural NetworksARIMAspaCy

About

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. 😄

Experience

4 yrs 11 mos
Total Experience
2 yrs
Average Tenure
11 mos
Current Experience

Takeda

Data Scientist

Jun 2025 – Present · 11 mos · Bengaluru, Karnataka, India · Hybrid

Anthropic ClaudeLLaMANatural Language ProcessingGenerative AI

Shell

Data Science Analyst

Jul 2023 – Jun 2025 · 1 yr 11 mos · Bengaluru, Karnataka, India · Hybrid

RegressionVisualizationData AnalysisMachine Learning

Amazon

Data Analyst

Jun 2021 – Jul 2023 · 2 yrs 1 mo · Bengaluru, Karnataka, India · On-site

RegressionVisualizationData AnalysisMachine Learning

Education

Great Learning

Post Graduate Program in Data Science and Engineering - Online

Mar 2022 – Mar 2023

National College, Basavanagudi, Bangalore-4(Autonomous)

Bachelor of Science

Jun 2017 – Sep 2020

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