Summary
Overview
Work History
Education
Skills
Hobbies
Interests
Timeline
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Mohammed Faizan

Mohammed Faizan

Bengaluru

Summary

A highly skilled AI Engineer with 2+ years of experience specializing in machine learning, natural language processing (NLP), and AI-powered automation. Proven track record of designing and deploying scalable AI solutions, including RAG-based chatbots, invoice processing pipelines, and LLM evaluation frameworks. Expertise in Python, C++, SQL, and frameworks like Streamlit, Arize Phoenix, and MLflow. Adept at transforming complex business challenges into impactful AI-driven solutions, with a strong focus on model performance optimization, MLOps, and data-driven decision-making. Known for delivering high-quality work under tight deadlines, collaborating with cross-functional teams, and consistently achieving measurable improvements in automation, accuracy, and operational efficiency. Passionate about cutting-edge AI technologies and dedicated to continuous learning and personal growth.

Overview

2
2
years of professional experience

Work History

AI Engineer

Genpact
09.2023 - Current
  • Designed and deployed an end-to-end RAG-based chatbot to support new joiners, reducing response time to onboarding queries by 40% by sourcing answers from PDFs, PPTs, DOCs, and images.
  • Built and launched a Streamlit-based LLM evaluation dashboard by integrating Arize Phoenix and MLflow, automating benchmarking metrics such as toxicity and hallucination scores, increasing evaluation efficiency by 70%.
  • Created a document processing application to extract dynamic fields from invoices using LLMs, presenting extracted data in JSON and tabular formats, achieving 40% reduction in manual invoice verification efforts.
  • Enhanced a client-facing Power BI dashboard by integrating AI-driven summarization models and ML-based HCP classification, boosting healthcare professional targeting accuracy by 30% and improving dashboard usability.
  • Introduced structured evaluation tracking and model versioning within AI pipelines following MLOps best practices, ensuring high reproducibility and deployment readiness.
  • Fast-tracked two Proof of Concept (POC) deliveries from ideation to production within strict timelines, receiving internal recognition for project excellence and innovation.
  • Participated actively in Agile processes (sprint planning, reviews, and retrospectives), consistently delivering high-quality AI solutions with a 100% sprint completion rate across all major projects.

Education

Bachelor of Technology - Electronics And Instrumentation

Manipal Institute of Technology (MIT)
Manipal
03-2023

Skills

    Programming Languages: Python, C, SQL

    Machine Learning & AI: Supervised Learning, LLMs, Retrieval-Augmented Generation (RAG),Prompt Engineering

    Frameworks & Tools: Streamlit, Arize Phoenix, MLflow, Scikit-Learn, PyTorch

    Data Engineering: Data Extraction, Preprocessing, ETL Pipelines

    Visualization & BI: PowerBI, Tableau, Matplotlib, Seaborn

    Deployment & MLOps: MLflow, Model Monitoring, Evaluation Pipelines

    Soft Skills: Problem Solving, Cross-functional Collaboration, Rapid Prototyping, Agile Methodologies

Hobbies

  • Reading blogs about AI / ML
  • Exploring no code tools and vibe coding platforms
  • Consistent gymming and sports like : Football and badminton

Interests

Passionate about maintaining physical discipline through regular workouts to stay healthy, while continuously upskilling in AI to stay ahead in this rapidly evolving field

Timeline

AI Engineer

Genpact
09.2023 - Current

Bachelor of Technology - Electronics And Instrumentation

Manipal Institute of Technology (MIT)

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Mohammed Faizan