Summary
Overview
Work History
Education
Skills
Websites
Certification
Accomplishments
Timeline
Generic

Anmol Gujral

Sydney,Australia

Summary


Professional Data Scientist with 10+ years of Python expertise, 9+ years in Machine Learning, 5+ years in NLP, and 4+ years in Generative AI. Specialist in developing enterprise-grade AI solutions including RAG-powered document intelligence systems and LLM-based Text-to-SQL applications. Proven track record implementing multi-agent AI frameworks and containerized ML deployments across Medical, Banking, and Financial Services sectors. Technical proficiencies include AWS/Azure cloud platforms, CI/CD pipelines, Docker/Kubernetes orchestration, and advanced data visualization. Delivers measurable business impact through innovative AI solutions, technical leadership, and effective stakeholder collaboration.


Currently based in Sydney with full Australian work authorization (Temporary Subclass 995 visa).

Overview

11
11
years of professional experience
1
1
Certification

Work History

Senior Consultant

Ernst & Young
11.2021 - Current
  • Pioneered enterprise-grade Generative AI solutions including advanced Text-to-SQL applications using Large Language Models (Ollama, GPT-4, Claude) for automating natural language queries over structured databases, resulting in 40% efficiency improvement in Software Asset Management (SAM) decision support systems.
  • Architected and implemented a secure RAG-powered (Retrieval-Augmented Generation) document intelligence platform enabling context-aware Q&A capabilities for legal, financial, and audit documentation, enhancing regulatory compliance and reducing manual review time by 65%.
  • Engineered production-ready machine learning pipelines using Docker containerization, orchestrated deployments via Kubernetes and AWS ECR/ECS, ensuring 99.9% uptime for mission-critical AI services across global operations.
  • Developed sophisticated multi-agent AI systems utilizing LangChain, Agentic AI frameworks, and LangGraph for complex workflows including document summarization, multi-step reasoning, and translation services in highly regulated industries.
  • Designed and optimized enterprise NLP algorithms incorporating Vector Embeddings, Fuzzy Matching, Cosine Similarity, and Semantic Search techniques, achieving 92% accuracy in software product identification within SAM environments.

Senior System Engineer

Infosys
09.2014 - 11.2021
  • Spearheaded critical water flow forecasting models for a major Australian infrastructure project utilizing Random Forest and XGBoost algorithms, implementing advanced feature engineering and time-series transformations, resulting in 89% accuracy through hyperparameter tuning with Grid/Random Search and robust cross-validation methodologies.
  • Engineered sophisticated anomaly detection systems for Banking and Financial Services clients employing ensemble learning techniques, optimizing F1 Score and ROC-AUC metrics to enhance fraud risk management, reducing false positives by 35% while maintaining 98% detection rate.
  • Designed and deployed an enterprise-grade ATM suspicious activity detection framework leveraging ensemble models, feature scaling, and ROC curve analysis, improving security operations efficiency by 40% and achieving regulatory compliance across multiple jurisdictions.
  • Developed precision predictive healthcare analytics solutions for heart disease risk assessment utilizing Linear Regression and XGBoost models, minimizing MSE and RMSE, enabling proactive intervention strategies that improved patient outcomes by 25%.
  • Implemented advanced NLP-based sentiment analysis framework for e-commerce reviews incorporating data cleansing pipelines, TF-IDF vectorization, and multi-class classification models, achieving 92% accuracy and enabling data-driven product optimization strategies.

Education

Post Graduation Programme - Artificial Intelligence And Machine Learning

Great Lakes Institute of Management
11.2019

Bachelor of Science - Computer Science

Bhaskaracharya College of Applied Sciences
06.2014

Skills

    Technical Skills
  • Programming & Libraries – Python (NumPy, Pandas, Scikit-learn, PyTorch, TensorFlow)
  • Databases – PostgreSQL, MongoDB, SSMS, Oracle
  • Machine Learning & AI – Advanced ML Algorithms, Generative AI (LangChain, RAG, LLMs), Prompt Engineering, Fine-tuning
  • LLM Applications – Agentic AI (LangGraph), NLP, Text-to-SQL, Multi-Agent Systems
  • Vector Search & Retrieval – FAISS, Chroma
  • Data Processing – Data Scaling, Data Cleaning, Feature Extraction
  • Time Series Analysis – Time Series Forecasting, Seasonal Decomposition, Trend Detection
  • Cloud & DevOps – AWS, Azure, Docker, Kubernetes, CI/CD
  • Cloud Storage – Azure Blob Storage, AWS S3
  • Version Control & APIs – Git, FastAPI, Flask, Streamlit
  • Data Visualization – Matplotlib, Seaborn, Tableau, Power BI
    • Professional Skills
  • Technical Leadership
  • Strategic Planning
  • Client Relationship Management
  • Problem Solving & Critical Thinking

Websites

Certification

  • Udemy: "ChatGPT for Marketing, Content, Social Media, and PR" - Expertise in AI-driven digital marketing strategies.
  • IBM: "Introduction to Artificial Intelligence (AI)" - Strong foundation in AI concepts and applications.

Accomplishments

  • I Am Exceptional Award - Ernst & Young: Honored twice with this prestigious award in recognition of outstanding performance, innovation, and high-impact contributions to key data-driven and AI projects at EY.
  • Kudos Award - Ernst & Young: Awarded twice for consistently delivering high-quality results, showcasing excellence in collaboration, and driving innovative solutions across critical projects.
  • Excellence Award - Infosys: Honored by Vice President of Boston Scientific, for outstanding contributions and consistent excellence on critical, high-impact projects.

Timeline

Senior Consultant

Ernst & Young
11.2021 - Current

Senior System Engineer

Infosys
09.2014 - 11.2021

Post Graduation Programme - Artificial Intelligence And Machine Learning

Great Lakes Institute of Management

Bachelor of Science - Computer Science

Bhaskaracharya College of Applied Sciences

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Anmol Gujral