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I'm Shreya Meka, an AI Engineer with 3+ years of building production-grade intelligent systems, LLM-powered applications, and scalable ML pipelines for Fortune 500 clients. I specialize in retrieval-augmented generation, agentic workflows, and vector databases to deliver real-time predictive intelligence across BFSI, healthcare, and e-commerce. I bridge frontier AI models with business impact through end-to-end system design, MLOps, and hands-on mentoring, driving measurable improvements in latency, analytics, and decision-making.…I'm Shreya Meka, an AI Engineer with 3+ years of building production-grade intelligent systems, LLM-powered applications, and scalable ML pipelines for Fortune 500 clients. I specialize in retrieval-augmented generation, agentic workflows, and vector databases to deliver real-time predictive intelligence across BFSI, healthcare, and e-commerce. I bridge frontier AI models with business impact through end-to-end system design, MLOps, and hands-on mentoring, driving measurable improvements in latency, analytics, and decision-making.

Shreya Meka

AI Engineer, Data Scientist, Full Stack Developer, +4

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I'm Shreya Meka, an AI Engineer with 3+ years of building production-grade intelligent systems, LLM-powered applications, and scalable ML pipelines for Fortune 500 clients. I specialize in retrieval-augmented generation, agentic workflows, and vector databases to deliver real-time predictive intelligence across BFSI, healthcare, and e-commerce. I bridge frontier AI models with business impact through end-to-end system design, MLOps, and hands-on mentoring, driving measurable improvements in latency, analytics, and decision-making.…I'm Shreya Meka, an AI Engineer with 3+ years of building production-grade intelligent systems, LLM-powered applications, and scalable ML pipelines for Fortune 500 clients. I specialize in retrieval-augmented generation, agentic workflows, and vector databases to deliver real-time predictive intelligence across BFSI, healthcare, and e-commerce. I bridge frontier AI models with business impact through end-to-end system design, MLOps, and hands-on mentoring, driving measurable improvements in latency, analytics, and decision-making.

Available to hire

I’m Shreya Meka, an AI Engineer with 3+ years of building production-grade intelligent systems, LLM-powered applications, and scalable ML pipelines for Fortune 500 clients. I specialize in retrieval-augmented generation, agentic workflows, and vector databases to deliver real-time predictive intelligence across BFSI, healthcare, and e-commerce.
I bridge frontier AI models with business impact through end-to-end system design, MLOps, and hands-on mentoring, driving measurable improvements in latency, analytics, and decision-making.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Senior AI Engineer at Tech Mahindra Ltd

September 1, 2022 - May 1, 2023

Architected enterprise AI/ML pipelines with LLM-powered anomaly detection and predictive alerting, reducing data processing latency from 3 hours to under 5 minutes. Built 20+ AI-augmented analytics dashboards connecting SQL Server, Oracle, SAP, and Salesforce as real-time sources. Designed automated ML data pipelines processing 40M+ records daily at 99.8% accuracy, and implemented AI-driven row-level access control across 15 BFSI/healthcare workspaces. Mentored 3 engineers and delivered a real-time banking intelligence platform with predictive churn, credit risk scoring, and NLP-based sentiment analysis.

AI / ML Engineer at Infosys Limited

July 1, 2021 - August 1, 2022

Designed and deployed 15+ ML-powered BI solutions across banking, insurance, retail, and manufacturing; achieved 100% on-time delivery with AI-driven KPI forecasting embedded in dashboards. Built end-to-end AI analytics pipelines integrating SQL Server, Oracle, and SAP data sources with Python-based inference layers, reducing manual reporting by 85%. Developed a demand-forecasting model (LSTM/XGBoost) for e-commerce inventory optimization and led migration of 30+ legacy reports to AI-enhanced Power BI.

Associate AI / Data Engineer at Capgemini India Pvt Ltd

May 1, 2020 - June 1, 2021

Assisted in developing ML-backed reports and AI dashboards for European retail clients, incorporating anomaly detection and trend forecasting. Built Python-based data transformation pipelines, applied NLP-driven text normalization for data quality, and implemented real-time KPI monitoring with DAX-integrated ML models. Participated in UAT and documented ML pipeline processes and semantic model design.