Los Angeles Machine Learning

Sameeruddin Mir

*************@*****.*** +1-469-***-**** Los Angeles, California LinkedIn

EDUCATION

California State University, Northridge Los Angeles, California Master’s in Computer Science (GPA: 3.5 /4) Jan 2022 – May 2024 Coursework: Machine Learning, Data Structure Algorithms, Advance Network Topics, Computer System Security, Advance topics in Software Engineering, Computer System Architecture, Advance Web Engineering, Human Computer Interaction Management

Kalinga Institute of Industrial Technology (GPA: 3.3/4) Bhubaneswar, India Bachelor’s in Computer Science and Engineering June 2017- 2021 SKILLS

Programming - Python, Pytorch, TensorFlow, Keras, Lang Chain, Llama Index, HTML, Cascading Style Sheets (CSS), Generative AI, AI Prompt Engineering, Hugging Face Transformers, Flask, React, MongoDB, Node.js, JIRA, Data Pipelines, Deep Learning, Supervised and Unsupervised Learning, Reinforcement Learning, Random Forest, Support Vector Machine, Logistic Regression, A Star, Large Language Models, OOPs (Object-Oriented Programming), Pattern Recognition, Intrusion Detection, Weights and Biases, Internet of Things (IoT), SEO (Search Engine Optimization) Analytics - Alteryx (Certified), SQL, MS Office, Database Management, Microsoft PowerPoint, Microsoft Excel, Tableau, CRM Software, Microsoft Office, JIRA, C, Microsoft Excel. Others - Strategic Thinking, Data Analysis, Problem Solving, Analytical Decision Making, Business Planning, Communication Skills, Interpersonal Skills, Detail Orientation, Time Management, Leadership, Business Intelligence PROJECT & LEADERSHIP

Developed a Flask web application leveraging Google Generative AI for math education: May 2024 - June 2024

• Configured, Compared, and integrated Open AI and Google Generative AI to generate math-related educational content and problem-solving guidance.

• Established and managed a MySQL database for storing math questions and AI-generated responses.

• Implemented secure file upload handling and validation, supporting various image file types for math problems.

• Built a platform where users can ask math questions and upload images for AI-generated solutions. Enhanced system robustness with comprehensive error handling and user input validation. Interactive Data Analysis with Natural Language Queries using Generative AI Apr 2024 - May 2024

• Advanced Data Interaction: Integrated Google’s Gemini Pro and Langchain’s CSV loader to enable users to upload and query CSV files, automatically generating insights and responses using natural language processing.

• Streamlined User Interface: Designed a user-friendly interface with Streamlit, allowing users to perform complex data analysis tasks, such as identifying maximum/minimum values and counting occurrences, through an intuitive, interactive platform.

• Efficient Data Processing: Utilized Google’s generative AI embeddings and ChromaDB to split and vectorize CSV data, ensuring efficient and accurate querying and analysis, thereby enhancing the decision-making process. Thesis on Building Systems using AI Text Prompting – California State University, Northridge Aug 2023 - May 2024

• Developed and integrated five specialized applications, combining advanced AI technologies like Llama Index, LangChain, Open AI, Mistral AI, Perplexity AI, and Gemini, customized to meet project needs, advancing AI systems.

• Developed a unique application using Chat GPT API with a special moderation approach, enhancing user interaction significantly.

• Performed thorough comparative analyses to identify the best combination of Llama Index and LangChain with different Language Model Models (LLMs), pushing the boundaries of AI research and development. Intrusion Detection System – California State University, Northridge Jan 2023 -May 2023

• Implemented and optimized three advanced machine learning algorithms (Support Vector Machine, Random Forest, and Logistic Regression) to detect and mitigate intrusions, resulting in a 75% reduction in detected intrusions using Python.

• Led the development of an innovative data analysis framework, increasing intrusion detection accuracy by 60% by identifying complex patterns and trends in intrusion data. WORK EXPERIENCE

Sales and Marketing Internship – HighRadius Technologies. May 2020 – July 2020

• Led comprehensive research initiatives employing cutting-edge SEO tools to meticulously analyze website traffic and keyword rankings, resulting in a remarkable 20% improvement in organic search visibility.

• Collaborated synergistically within a dynamic team leveraging sophisticated market research and data analytics to identify high-value prospects, thereby contributing significantly to a commendable 15% expansion of the company's client base.

• Used Microsoft Excel and CRM Software to resolve customer issues and maintain a 90% customer satisfaction rate. OTHER PROJECTS:

Development of Student portal using Python with Django/ Flask framework (Aug’23 – Dec’23), Created Path finding visualizer using java and A star algorithm (May’21 – Jan’22), Implemented Temperature Sensor using Python and Raspberry Pi using python and Raspberry Pi. CERTIFICATIONS:

• Prompt Engineering for Vision Models - DeepLearning.AI

• Alteryx Foundational Micro-Credential - Alteryx

• TensorFlow on Google Cloud – Google Cloud

• Microsoft Technology Associate (MTA) - Microsoft

• Building Systems with ChatGPT API - DeepLearning.AI

• ChatGPT Prompt Engineering for Developers - DeepLearning.AI

• Evaluating and debugging Generative AI - DeepLearning.AI

• Finetuning Large Language Models - DeepLearning.AI

• LangChain for LLM Application Development - DeepLearning.AI

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