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IJ

IFRA JABIN

Location unknown · 3.0 yrs experience (stated)

Around 3 years of IT experience in AI/ML-driven Software Development Projects and Products across healthcare, insurance, agriculture, and property management domains. Built scalable backend services using Django REST Framework and FastAPI, delivering RESTful APIs for enterprise and AI-powered platforms. Integrated Generative AI, NLP, Image Processing, Deep Learning, and Agentic AI solutions using OpenAI API (GPT-4), Hugging Face Transformers, and InstructLab into production applications. Developed data analysis and visualization pipelines using NumPy, Pandas, Matplotlib, and Seaborn for deriving actionable insights from complex datasets. Implemented Machine Learning models for classification, NLP, and recommendation systems, including fine-tuning and deployment of transformer-based models. Designed and deployed SQL-based ETL pipelines using Azure Fabric and Azure Databricks for data-driven reporting and decision-support systems. Deployed AI-powered cloud-native applications on AWS using Lambda, S3, Bedrock, and SageMaker. Engineered end-to-end AI applications encompassing data extraction, NLP pipelines, transcription engines, and intelligent automation systems.

Notes

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No work experience was found

experience — no employment entries; 6 project(s) carry the work history instead

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Many skills couldn't be matched to the taxonomy

skills — 29 of 49 skills are not in the taxonomy yet (59%) — they are stored and searchable under their own names; see the unresolved-skill queue

Experience

No employment history listed — this resume is organised by project. See Projects below.

Projects

AUGMENTA BI

  • Engineered a multi-layer BI platform that enables organizations to generate actionable business insights from their own data, transforming raw datasets into strategic decision-support tools.
  • Implemented dynamic KPI generation by leveraging AI to analyze and understand business data structures, automatically identifying key performance indicators tailored to each organization's domain and objectives.
  • Built interactive, data-driven dashboards with real-time visualization capabilities, enabling stakeholders to explore trends, drill into metrics, and make informed decisions through intuitive visual interfaces.
  • Designed and deployed ETL pipelines using Azure Fabric for data-driven reporting and decision-support dashboards.

Environment: Python, React, Agentic AI, Claude Opus4-6

NIDD - TELEHEALTH PLATFORM

  • Developed real-time biometric data collection and symptom monitoring pipelines enabling early detection of critical health changes for patients with chronic conditions.
  • Built AI models using Scikit-Learn and TensorFlow for patient risk stratification and anomaly detection in biometric data streams, helping prevent health issues from escalating into emergencies.
  • Engineered backend services to immediately coordinate with the physician's office when a critical change is detected, ensuring timely intervention.
  • Designed the system to reduce ER visits and hospital readmissions by remotely monitoring at-risk patients and enabling proactive healthcare delivery.

Environment: Django REST Framework, PostgreSQL, Scikit-Learn, TensorFlow, Python, Arli AI - Gemma-3-27B-ArliAI-RPMax-v3

SYPHER

  • Integrated machine learning models using Scikit-Learn and AWS Bedrock (Claude, Titan) into an AI-Native insurance platform to analyze risk profiles, generate policy recommendations, and ensure regulatory adherence.
  • Built NLP-powered document processing pipelines using LangChain and AWS Bedrock for automated policy analysis and claim extraction.
  • Developed intelligent sales solutions and smart underwriting capabilities that significantly reduced manual underwriting time and improved decision accuracy.
  • Implemented automated compliance monitoring features ensuring adherence to insurance regulatory requirements.

Environment: AWS Services (Lambda, S3, Bedrock), LangChain, Scikit-Learn, Python, Anthropic – Claude Sonnet 4.5, Claude Haiku

INTELLICP

  • Designed and developed an AI-powered application to streamline the analysis of drug reactions documented in various medical journals.
  • Developed NLP pipelines using OpenAI GPT-4 API to extract crucial data from unstructured medical literature and automatically generate comprehensive case reports.
  • Built backend services using Django REST Framework to transform raw medical literature into structured, actionable case documentation.
  • Implemented MySQL database schema for structured storage and retrieval of medical literature data, reducing manual report generation time significantly.

Environment: Django REST Framework, MySQL, OpenAI API (GPT-4), Python

RESUMEWIZ - AI-POWERED RESUME SCREENING

  • Developed a resume screening application leveraging OpenAI GPT-4 to automate the process of sorting and ranking resumes by entering valid hiring queries.
  • Implemented NLP techniques for semantic matching and relevance scoring to enhance the accuracy and efficiency of candidate selection.
  • Built backend APIs using Django REST Framework for resume parsing, analysis, and criteria-based matching logic.
  • Designed the system to process large applicant pools in a fraction of the traditional time, saving valuable resources for HR professionals.

Environment: Django REST Framework, MySQL, OpenAI API (GPT-4)

VIDEO TRANSCRIPTION ENGINE

  • Engineered an end-to-end video-to-text transcription application that converts video content to structured, accessible text through a multi-stage pipeline.
  • Implemented Video to Audio conversion, Audio Enhancement, Audio Segmentation, and Text Extraction modules using open-source Python libraries and Hugging Face Whisper model.
  • Integrated Hugging Face Transformer models for high-accuracy speech-to-text transcription and text refinement.
  • Built RESTful APIs using Django REST Framework for handling video uploads, processing workflows, and delivering transcribed output.

Environment: Django REST Framework, MySQL, OpenAI API, Hugging Face (Whisper)

Skills

agentic aiAmazon S3Amazon SageMakerAndroidarli ai - gemma-3-27b-arliai-rpmax-v3aws bedrockAWS Lambdaazure databricksazure fabricchromadbclaudeclaude haikuclaude opusclaude opus4-6claude sonnet 4.5data etlDjango REST FrameworkDockerFastAPIfine-tuninggemma-3-27b-arliai-rpmax-v3Gitgpt-4hugging facehugging face transformersinstructlabkeraslangchainLinuxmatplotlibmeta-llama-3-8b-instructMicrosoft WindowsMySQLNumPyopenai apipandaspineconePostgreSQLPythonPyTorchReactRetrieval Augmented Generationscikit-learnseabornSQLTensorFlowvector databases

Education

None on file.

Certifications

Oracle Cloud Infrastructure 2025 Certified Data Science Professional
Oracle
Oracle Cloud Infrastructure 2025 Certified Generative AI Professional
Oracle
Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate
Oracle