Sathvika J
@sathvikaj
AI/ML Engineer at Barclays building LLM automation and RAG pipelines that improved automation efficiency by 45%.
United StatesWhat I'm looking for
At Barclays, I developed and deployed LLM-powered automation tools using GPT-4, LLaMA, and HuggingFace, improving process automation efficiency by 45%. I also built end-to-end RAG pipelines that cut information retrieval latency by 60%.
I built LLMOps infrastructure with MLflow, Docker, and Kubernetes, and fine-tuned domain-specific models with LoRA/QLoRA. The fine-tuned models improved accuracy by more than 30% over base-model baselines.
At Qualcomm, I built machine learning models and Python, SQL, and Spark ETL pipelines that improved data quality and model training throughput by 35%. I hold an MS in Computer Science from the University of Central Missouri and am currently open to full-time AI/ML Engineer opportunities in the US.
Experience
Work history, roles, and key accomplishments
• Developed and deployed LLM-powered automation tools using GPT-4, LLaMA, and HuggingFace, improving process automation efficiency by 45% and reducing manual intervention across key workflows.
• Architected end-to-end RAG pipelines using LangChain, FAISS, and sentence-transformer embeddings, cutting information retrieval latency by 60% for internal knowledge base queries.
• Built LLMOps infrastr
• Built supervised and unsupervised ML models (classification, forecasting, NLP) that improved decision-making accuracy across multiple product lines; contributed to data quality workflows used by enterprise clients.
• Designed Python/SQL/Spark ETL pipelines processing structured and unstructured data at scale, improving data quality and model training throughput by 35%.
• Developed NLP pipeline
Worked as Research Intern at Sreenidhi Institute of Science and Technology.
Education
Degrees, certifications, and relevant coursework
University of Central Missouri
Master's Degree, Computer Science
Internshala Trainings
Data structures and algorithms
Mar 2023
Udemy
Microsoft excel
Apr 2022
Microchip Technology Inc.
Avr microcontroller programming
Jun 2021
Palo Alto Networks
Cybersecurity
Dec 2021
Microchip Technology Inc.
PIC18 microcontrollers & Arduino programming
Jun 2021
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Salary expectations
Social media
Job categories
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