AKAbout Amita
I am a Machine Learning and Data Science Engineer with experience in developing and deploying intelligent systems. With a strong background in Python, NLP, deep learning, LLMs, and data engineering, I have built AI-driven platforms, recommendation systems, fine-tuned LLMs, and predictive analytics models that optimize business processes.
My expertise includes LLMs, OpenAI, Hugging Face, TensorFlow, PyTorch, and time series forecasting. I have led the development of an AI-powered interview platform that analyzes fluency, sentiment, and body language, as well as a career chatbot fine-tuned to interact and provide personalized improvement suggestions. Additionally, I have worked on resume parsing, customer churn prediction, and social media sentiment analysis.
Beyond AI, I have hands-on experience with Laravel, SQL, APIs, cloud platforms (GCP, AWS), and Agile methodologies. My passion lies in solving complex problems, enhancing AI capabilities, and driving innovation.
English
Native or bilingual
Can work on-site
Dubai City (up to 50km), Abu Dhabi Island and Internal Islands City (up to 10km)
Experience
- METRICOID TECHNOLOGY SOLUTIONML & DATA SCIENCE ENGINEERAugust 2021 - Today (4 years and 10 months)• Designed, developed, and deployed AI-powered solutions for various industries, including automated assessments, hiring platforms, and recommendation systems.• Developed machine learning models for NLP applications such as resume parsing, AI interview analysis, and sentiment analysis.• Built LLM-powered chatbots and fine-tuned OpenAI models to enhance user interactions.• Integrated LangGraph, Neo4J, and Model Context Protocol (MCP) to optimize knowledge representation and AI decision-making.• Developed Agentic AI-driven Autonomous Marketing Performance Optimizer, aggregating and analyzing Google, Facebook, LinkedIn, Instagram, Bing Ads data to forecast trends and optimize budgets.• Implemented and optimized ETL pipelines for large-scale data processing.• Worked closely with cross-functional teams to develop AI-driven dashboards and analytics.• Led key AI projects : AI Interview Platform, Career Chatbot, Recruitment Automation, Time Series Forecasting for Dashboards, Resume Parser, and AI Meeting Transcriber & Diarization System.
- METRICOID TECHNOLOGY SOLUTIONSOFTWARE ENGINEERJuly 2020 - July 2021 (1 year)• Developed scalable AI-powered data processing solutions for clients using Laravel (PHP) and Python ML frameworks.• Designed and implemented AI-driven automation for data cleaning, preprocessing, and transformation.• Developed Time series model and deployed it on server.• Integrated third-party APIs and AI-based analytics to enhance data usability.
- METRICOID TECHNOLOGY SOLUTIONDATA SCIENCE INTERNFebruary 2020 - July 2020 (5 months)• Developed machine learning models for information retrieval and predictive analytics in the financial sector, improving decision-making processes.• Utilized AWS services to deploy and manage scalable ML solutions, ensuring high availability and performance.• Created data visualizations to communicate insights to stakeholders.• Worked in a fast-paced, cross-functional environment, demonstrating exceptional collaboration and communication skills.
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Education
- Master of BusinessIndira Gandhi National Open University (IGNOU)Master of Business Administration (MBA)|
- Bachelor of Computer ApplicationsIndira Gandhi National Open University2018BACHELOR OF COMPUTER APPLICATIONS (BCA)
Certifications
- Machine Learning Pipelines with Azure ML StudioUnited Latino Students Association2024