Aditi Raizada
@aditiraizada
Senior applied data scientist building production NLP, GenAI, and LLM-driven pipelines.
What I'm looking for
I am a Data Science/ML professional with 7+ years of experience across machine learning, data engineering, analytics, NLP, GenAI, and production AI systems. My work has spanned cloud AI services, sales analytics, finance, insurance, and enterprise AI use cases.
I enjoy solving business problems end to end that includes understanding requirements, working with data, building models, deploying solutions, and measuring impact.
I have contributed to production AI services for Language AI and Document Understanding including PII relexification, language detection improvements, LLM-based key-value extraction, OCR/document pipelines, and model serving optimization.
I have also built business-focused ML solutions such as asset risk prediction, demand forecasting, RAG-based Product Q&A, and GNN based recommendation systems.
Some of these projects delivered measurable outcomes such as reducing manual review effort, improving reliability, supporting better sales decisions, and creating potential revenue impact.
My core skills include Python, SQL, Scikit-Learn, XGBoost, TensorFlow, PyTorch, Hugging Face, LLMs, RAG, prompt engineering, Docker, Kubernetes, RabbitMQ, Airflow, GitLab CI/CD, and cloud-based AI deployment. I am especially interested in GenAI, NLP, agentic AI, MLOps, and building scalable AI systems that are reliable, explainable, and useful for real users.
I am looking for roles where I can combine hands-on technical depth with business problem solving, contribute to high-impact AI/ML products, and continue growing in GenAI, LLM applications, and production-grade ML systems.
Experience
Work history, roles, and key accomplishments
Implemented PII Relexification in production NLP pipeline using transformer-based entity detection. Improved language detection reliability and enhanced Document Understanding Pipeline with LLM-based KV extraction.
Built ML-driven Asset Risk Assessment model and real-time Risk and Opportunity Forecasting framework. Developed RAG-based Product QnA solution and GNN Recommender Agent.
Built ML-driven Asset Risk Assessment model and real-time Risk and Opportunity Forecasting framework. Developed RAG-based Product QnA solution and GNN Recommender Agent.
Senior Analyst
Essex Lake Group
Jul 2021 - Oct 2021 (3 months)
Optimized Brokerage, Clearing, and Exchange Vendor Costs for a leading Canadian bank. Evaluated Insurance Expenses for a Canadian financial services organization.
Analyst
Essex Lake Group
May 2020 - Jul 2021 (1 year 2 months)
Optimized Brokerage, Clearing, and Exchange Vendor Costs for a leading Canadian bank. Evaluated Insurance Expenses for a Canadian financial services organization.
Assistant Manager - IT
PNB Housing Finance Ltd.
Jul 2018 - Apr 2020 (1 year 9 months)
Analyzed Loan Processing Efficiency across multiple bank branches. Assessed Docket Inwarding process and derived insights on Staff Productivity.
Education
Degrees, certifications, and relevant coursework
Delhi Technological University
Master of Technology, Technology
2015 - 2017
Grade: 8.71 CGPA
Master of Technology degree from Delhi Technological University with a CGPA of 8.71.
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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