Kritisha Panda
AI Engineer @Gartner | MSc Data Science | RAG | Gen AI | Agentic Workflows
- Role
- Software Engineer-ai Ml at Gartner
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Kritisha Panda
I am an AI & NLP Engineer at Gartner, focused on bridging the gap between raw data and actionable business intelligence. My expertise lies in designing high-fidelity AI pipelines that transform unstructured information into structured, verified insights.At Gartner I developed a Client-prep system that uses Hybrid Search and Semantic Re-ranking to synthesize thousands of client records. By engineering a self-correction process using a \"critic\" model and building automated verification checks, the system successfully reduced the time required for manual data synthesis from several days to under two hours.Currently pursuing an MSc in Data Science, I am passionate about the technical rigor required to build reliable AI—focusing on groundedness, truthfulness, and the elimination of hallucinations in automated summaries.Core CompetenciesAI Pipeline Development: RAG Architectures, Hybrid Search (Vector + Semantic), and Critique-based feedback loops.NLP & Evaluation: Detailed error analysis, transcript summarization, and performance benchmarking (ROUGE, BLEU).AI Reliability: Automated hallucination guardrails, structured output validation (Pydantic), and gender-neutrality bias mitigation.Technical Execution: Advanced Python, Asynchronous Programming (Asyncio), and data structuring (XML/JSON).Technical ToolkitLanguages: Python (Expert), SQL.Tools & Data: AWS (Sagemaker, Lambda, SQS), Vector Databases, Pandas, Pydantic.When I’m not building AI pipelines, I find my balance in the creative discipline of poetry and the intricate, mathematical melodies of the sitar.
Experience
Software Engineer-ai Ml
Nov 2025 — Present · IN
Education
Kalyani Public School
12th Grade
2015 — 2017
Peter the Great St.Petersburg Polytechnic University
project, Signal processing
Amity University
B.Tech (ECE), Electrical, Electronics and Communications Engineering
2018 — 2022
Zero To Mastery Academy
Tensor Flow Developer, Machine Learning
Liverpool John Moores University
Masters of Science , Data Science
AI Accelera
2024 Online Bootcamp on Generative AI and LLM Application Development, Generative AI
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