S
Smriti Karanjit
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Arlington, Texas, United States
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work
Full-time jobs
Starting at
USD60/hour
Résumé
Jobs
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AI/ML EngineerState Street CorporationAug 2025 - Current (1 year 3 months)• Spearheaded the development of a multi-agent orchestration system using LangGraph and CrewAI, automating pre-trade compliance and cutting manual
guideline review time by 65% for the State Street Alpha platform.
• Quantified market volatility by building a high-frequency sentiment engine with FinBERT and Apache Flink, converting millions of unstructured data points into
proprietary alpha signals with 88% precision.
• Overhauled enterprise RAG infrastructure via Milvus and cross-encoder re-ranking, boosting retrieval accuracy of institutional research by 40% while enforcing
strict RBAC security protocols.
• Pioneered the integration of autonomous AI Agents into investment workflows using Semantic Kernel, allowi- Machine Learning EngineerKellton TechJul 2021 - Dec 2023 (2 years 6 months)• Engineered a real-time fraud detection engine using XGBoost and PySpark, achieving a 94% F1-score by implementing custom SMOTE techniques to mitigate
extreme class imbalance in transactional data.
• Architected a production-grade RAG pipeline utilizing LangChain and Pinecone, which reduced information retrieval latency by 35% for enterprise-level
semantic search across multi-structured datasets.
• Deployed scalable model microservices via FastAPI and Docker on AWS EKS, maintaining 99.9% uptime and facilitating seamless integration with existing high-
traffic client applications.
• Automated end-to-end MLOps workflows using MLflow and Airflow, reducing the model deployment lifecycle from weeks to days through
Education
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- Master of Science Data ScienceUniversity of Texas at ArlingtonJan 2024 - Dec 2025 (2 years)
- Bachelor of Engineering - Computer ScienceVisvesvaraya Technological UniversityJul 2018 - Jul 2022 (4 years 1 month)
Projects (professional or personal)
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- UUnstructured Data Processing & NLP Analytics PipelineJan 2025 - Current (1 year 10 months)• Engineered a scalable unstructured data pipeline using Whisper ASR, spaCy, and NLTK to convert raw audio into structured text, enabling automated sentiment
evaluation and cross-functional reporting for business decision-makers. - CClimate Analytics Data Pipeline & Reporting PlatformJun 2024 - Nov 2025 (1 year 6 months)• Orchestrated an automated ETL framework using Python, SQL, and Apache Airflow to aggregate multi-source environmental datasets, implementing rigorous
validation checks that ensured data integrity for Power BI stakeholder dashboards. - IInventory Demand Forecasting SystemMay 2024 - Nov 2025 (1 year 7 months)• Developed time-series forecasting models utilizing ARIMA and Prophet to analyze large-scale transactional data, delivering actionable replenishment insights
that optimized supply chain planning based on RMSE and MAE performance benchmarks. - Smart MirrorBangalore Technological InstituteJul 2021 - Mar 2022 (9 months)