Machine Learning Deep

Ashish Simon Harrison

*******************@*******.*** v +1-260-***-**** v Fort Wayne, IN v https://www.linkedin.com/in/ashish-simon-harrison-270803115/ WORK EXPERIENCE

Machine Learning Engineer/Associate Consultant Capgemini India June 2021 – July 2022

§ Orchestrated the development and roll-out of cutting-edge AI models, including Deep Learning algorithms, contributing to a sales increase through actionable insights derived from complex data analysis.

§ Directed data validation across 10+ international projects, achieving a 30% reduction in errors, showcasing proficiency in ensuring data accuracy and integrity, vital for focus on high-quality, reliable data solutions.

§ Pioneered a project leveraging Python-based neural networks., including Keras and TensorFlow, for Handwritten Text Recognition, achieving an impressive 78% accuracy, showcasing deep learning expertise.

§ Catalyzed AI innovation through sophisticated PCA and ResNet multi-class classifier, enhancing model accuracy by 15%, demonstrating a strong foundation in predictive modeling and neural network architecture.

§ Engineered secure session management and encryption APIs in Django.

§ Boosted efficiency 40% by extracting AutoCad PDF data with AWS Textract, YOLO CV, and OpenCV.

§ Pioneered a UMLS database-driven application, elevating accuracy, and efficiency by 30% in medical text annotation, showcasing the ability to enhance data processes for scalability and reliability.

§ Played a pivotal role within a multifaceted cross-functional team by steering over 15 members in the creation of a SAS-to-Python code parser. This ensured flawless integration and project completion, highlighting my leadership and teamwork capabilities in critical settings. Senior Analyst/Business Analyst Capgemini India July 2019 – May 2021

§ Guided the conceptualization and creation of advanced analytics solutions using TensorFlow and Keras, significantly improving model performance, demonstrating a track record in analytics solution design.

§ Spearheaded the design and execution of transformative analytics solutions leveraging TensorFlow and Keras, marking significant improvements in model performance and prediction accuracy by 15%.

§ Showcased expertise in NLP, utilizing transformer models and spaCy for streamlined text analysis.

§ Employed OpenCV for noise removal and Image Processing, resulting in a 20% improvement in image quality.

§ Harvested data from structured and unstructured files with OCR tools like Pytesseract, reducing data retrieval time by 25%.

§ Architected end-to-end Python applications with Docker and Django web frameworks for enhanced project scalability and maintenance.

§ Developed Tableau and Power BI dashboards, enhancing data visualization and operational efficiency.

§ Leveraged advanced transformer models like BERT and BART., and applied NLP techniques to streamline text analysis, demonstrating proficiency in leveraging cutting-edge AI technologies for sophisticated data analysis. EDUCATION

Purdue University August 2022 - May 2024

Master of Science, Computer Science Fort Wayne, IN

§ Research in Generative AI : Led the integration of Retrieval-Augmented Generation (RAG) and Language Models (LLMs) using LangChain for Generative AI research, aiming to enhance communication agent systems.

§ Managed a team in IT services, focusing on repair, secure data wiping, and refurbishment of various technology products, improving service quality and efficiency.

SRM University July 2015 - May 2019

Bachelor of Technology, Computer Science Chennai, India

§ Authored and presented a paper on an IoT-based Home Automation system using audio commands, showcasing innovative smart technology for intuitive home device management.

§ Designed and demonstrated 'Local Navigator,' a Python-based navigation app for college campuses, enhancing accessibility for visually impaired students and staff.

CERTIFICATIONS, SKILLS & INTERESTS

Skills : Python, Java, C, C++, HTML, CSS, JavaScript, PHP, Data Structures, Algorithms, Data Science, Data Analytics, Data Visualization, Data Processing, Machine Learning, Supervised Learning, Unsupervised Learning, Neural Networks, Deep Learning, Computer Vision, Natural Language Processing (NLP), Statistics, HuggingFace Transformers, Keras, TensorFlow, PyTorch, Scikit-Learn, NLTK, Django, Flask, Streamlit, REST APIs, Docker, SQL, Postgres, Power BI, GitHub, Adalo, Bubble, Apache Airflow, OCR, NumPy, Pandas, PySpark, OpenCV, Cuda, SpaCy, BERT, BART, Matplotlib, Generative AI, LLMs, GANs, RAGs, LangChain, LlamaIndex, AWS Lambda, AWS EC2, UMLS database, A/B Testing, Hardware, Agile methodologies, Critical reasoning, Communication skills, Interpersonal skills, Leadership, Backend, Data-driven, Airflow, Data Analysis, Cross-Functional, Spark, Data Modeling, Artificial Intelligence, Decision Trees, Descriptive models, end- to-end, FastAPI, Problem Solving, ML model, Cross-Functional, KPI, Tableau.

.NET, API, ASP, Ada, Adobe Analytics, Android, Angular, Apex, Azure, Bash, BigQuery, Bootstrap, Business Intelligence, C#, CI/CD, Databricks, DevOps, EC2, ETL, Excel, GCP, GPU, GTM, Google Analytics, Google Cloud, Hadoop, Hive, Jenkins, Kafka, Kubeflow, Kubernetes, Lambda, Linux, MVC, NoSQL, Oracle, PowerShell, Redis, Root Cause Analysis, SOAP, SRE, SaaS, Snowflake, Source Code, Tableau, Terraform, UX/UI, Unix, VMware, Vertex, Web API, acceptance criteria, adaptability, algorithm development, automation tools, batch data, big data technologies, business analysis, business objectives, business performance, cloud computing, cloud infrastructure, clustering, command line, compliance, computer architecture, cross-functional, cross-functionally, data architecture, data engineer, data lake, data mining, demand generation, e-commerce, end-to-end, enterprise software, ethics, financial analysis, fintech, forecasting, founder, front end, full-stack, geospatial analysis, go-to-market, iPhone, jQuery, mobile web, predictive intelligence, predictive models, product design, product management, regression, state management, test-driven development, unit test, user interaction, user interface, user requirements, version control, web services

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