Tannishtha Mandal
ML Engineer | Data Scientist |Agentic AI based Automation Expert
- Role
- Ai Engineer at Wipro
- Location
- Detroit, MI, US
- LinkedIn followers
- 500 followers
About Tannishtha Mandal
I engineered AI-powered solutions that saved $1.2M annually while achieving 95%…
Experience
Ai Engineer
Feb 2024 — Present · MI, US
Engineered centralized test automation framework integrating document parsing, workflow orchestration, and semantic traceability, reducing manual QA effort by 35% and accelerating release cycles by 20% through LangChain-powered modular architecture Developed Neo4j-powered knowledge base extracting structured relationships from documents, improving requirement-to-test traceability accuracy by 40% and reducing issue resolution time by 25% via Claude and Langchain for entity linking and schema mapping Built RAG chatbot for historical ticket/SPSS queries, attaining BLEU score of 0.87 and improving support team query resolution speed by 25% through LLaMA3.2 and custom embedding retrievers Predicted catastrophic events using SVM, Random Forest, and Linear Regression, achieving Recall 0.92 and F1 score 0.89, preventing 85+ high-severity incidents annually through Bayesian Optimization techniques Processed 1.3B-record datasets for comprehensive trend analysis, cutting reporting time by 35% and improving stakeholder decision-making speed by 20% via advanced Tableau dashboards
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