Vipul Goel
ML Engineer | NLP, LLMs, Deep Learning | Google Certified Associate Cloud Engineer | Deutsche Bank | IIT Roorkee
- Role
- Engineer at Deutsche Bank
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Vipul Goel
I am a dedicated ML Engineer with a B.Tech in Electrical Engineering from IIT Roorkee. My…
Experience
Engineer
Jul 2021 — Present
Spearheading the development of an Agentic AI Platform using Gemini model, designed as an end-to-end automation solution, enabling users to dynamically create, customize, and manage AI agents and automation workflows with an anticipation to improve operational efficiency by 60% compared to legacy solutions.Developed and deployed a scalable AI scanner for Ansible playbooks using Large Language Models (Llama2, Llama3, Gemini 1.5 Pro) and Retrieval-Augmented Generation (RAG) architecture, integrated with Bitbucket REST APIs, reducing manual review effort and saving annually.Built and productionized an AI-powered search engine for ServiceNow ticket resolution using NLP techniques, reducing Mean Time To Detect (MTTD) by 53% and Mean Time To Resolve (MTTR) by 65%.Conducted exhaustive exploratory data analysis (EDA) to identify and reduce non-compliant privileged access sessions by 70%, enhancing security compliance.Collaborated closely with cross-functional teams to integrate ML models into production systems; conducted code reviews and mentored junior engineers.Implemented Oracle Property Graph to gain deep insights and perform root cause analysis (RCA) of incidents.Designed and optimized ETL data pipelines in Python using Rocketry and Apscheduler, enabling near real-time data ingestion and onboarding of 4+ data sources.Refactored legacy codebases to improve scalability and maintainability; migrated applications to RedHat OpenShift for containerized deployment.Collaborated with cross-functional teams to integrate ML models into production systems; conducted code reviews and mentored junior engineers.Worked in a team of 3 to develop a scalable Node.js platform and GUI enabling stakeholders to create, monitor, and manage KPIs in real time, streamlining metric tracking and reducing manual SQL effort.
Education
Indian Institute of Technology, Roorkee
Bachelor of Technology - BTech
2017 — 2021
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