Swayankar Panigrahi
Python and Generative AI professional
About
Python and Generative AI professional with 2 years of experience in AI/ML evaluation, LLM applications, Agentic AI, RAG pipelines, and enterprise AI workflows. Experienced in developing Python-based AI solutions, building REST APIs with FastAPI, evaluating LLM behavior, preparing structured training datasets, and implementing automated testing and SQL-based validation workflows. Knowledge of machine learning, deep learning, data preprocessing, feature engineering, model evaluation, and optimization using Python, Pandas, NumPy, scikit-learn, PyTorch, and TensorFlow. Skilled in LangChain, LangGraph, Sentence Transformers, ChromaDB, vector search, prompt engineering, and multi-agent orchestration.
Skills & Expertise (55)
Work Experience
Delivery Data Analyst
Turing
Jul 2024 - Aug 2026
Developed Python- and SQL-driven AI evaluation workflows for enterprise applications, using structured prompts, scenario configurations, tool-access policies, and automated validation to assess LLM applications and autonomous agents across reasoning, decision-making, tool orchestration, and conflict resolution. Designed and evaluated Agentic AI workflows using ReAct and Plan-and-Execute patterns, developing structured datasets and multi-step scenarios to assess model outputs, instruction following, contextual understanding, and task completion. Supported LLM training and fine-tuning workflows through structured training data preparation, scenario design, and systematic analysis of model behavior and performance. Implemented systematic testing and validation methodologies to identify model failure patterns, edge cases, hallucinations, instruction-following issues, and workflow reliability problems. Analyzed AI system outputs and evaluation results to identify performance gaps and support improvements in model quality, consistency, and reproducibility. Developed multimodal AI training datasets and generated 100+ chart variations using Python and TikZ to support chart comprehension and visual reasoning evaluation. Led a POD of 4–7 members across multiple AI/ML projects, coordinating task allocation, technical execution, quality reviews, and timely delivery.
Industrial Training Internship
Oil and Natural Gas Corporation (ONGC)
Jun 2023 - Aug 2023
Developed an interactive React.js administrative dashboard with reusable components and data visualizations for structured information analysis and presentation. Implemented interactive charts, calendar components, and user interface elements to improve data visualization, usability, and information accessibility.
Education
Bachelors of Technology - C.V. Raman Global University
2020 - 2024 · Afghanistan
Intermediate - Kendriya Vidyalaya No. 5
2019 - 2020 · Afghanistan
Matriculation - St. Xavier’s High School
2017 - 2018 · Afghanistan
Certifications
No certifications added yet
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Availability Details
Visa Status
Citizen
Relocation
Open to Relocation
Skills (55)
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