{"id":20,"date":"2026-03-18T22:40:32","date_gmt":"2026-03-18T22:40:32","guid":{"rendered":"https:\/\/patalim.com\/?page_id=20"},"modified":"2026-04-07T02:52:02","modified_gmt":"2026-04-07T02:52:02","slug":"home","status":"publish","type":"page","link":"https:\/\/patalim.com\/en\/","title":{"rendered":"Home"},"content":{"rendered":"

[et_pb_section fb_built=”1″ admin_label=”Header” _builder_version=”4.25.0″ _module_preset=”default” use_background_color_gradient=”on” background_color_gradient_direction=”90deg” background_color_gradient_stops=”gcid-a674551e-c023-4666-82b8-b7448e713885 40%|rgba(255,255,255,0) 40%” background_last_edited=”on|tablet” background_color_gradient_direction_tablet=”180deg” collapsed=”on” global_colors_info=”{%22gcid-a674551e-c023-4666-82b8-b7448e713885%22:%91%22background_color_gradient_stops%22%93}”][et_pb_row column_structure=”1_2,1_2″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_image src=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/business-cv-06.jpg” title_text=”business-cv-06″ _builder_version=”4.25.0″ _module_preset=”default” max_height_tablet=”400px” max_height_phone=”400px” max_height_last_edited=”on|tablet” border_radii=”on|6px|6px|6px|6px” locked=”off” global_colors_info=”{}”][\/et_pb_image][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” custom_padding=”60px||60px||true|false” custom_padding_tablet=”0px||0px||true|false” custom_padding_phone=”0px||0px||true|false” custom_padding_last_edited=”on|desktop” global_colors_info=”{}”][et_pb_heading title=”Senior DevOps and Cloud Engineer” _builder_version=”4.27.6″ _module_preset=”2feaeb77-4268-4079-88db-95dc4c99527b” custom_margin=”||10px||false|false” hover_enabled=”0″ locked=”off” global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”Patrick Lim” _builder_version=”4.27.4″ _module_preset=”231b5e93-d041-4a53-bf66-623b8f7ec48b” custom_margin=”||10px||false|false” locked=”off” global_colors_info=”{}”][\/et_pb_heading][et_pb_heading title=”patalimsimpleware@gmail.com” url=”mailto:patalimsimpleware@gmail.com” _builder_version=”4.27.4″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ locked=”off” global_colors_info=”{}”][\/et_pb_heading][et_pb_heading title=”(255) 352-6259″ url=”tel:2553536259″ _builder_version=”4.27.4″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ locked=”off” global_colors_info=”{}”][\/et_pb_heading][et_pb_social_media_follow icon_color=”gcid-4f906f15-f357-4adc-a41a-207b047510d7″ _builder_version=”4.27.4″ _module_preset=”default” custom_margin=”|||-8px|false|false” locked=”off” global_colors_info=”{%22gcid-4f906f15-f357-4adc-a41a-207b047510d7%22:%91%22icon_color%22%93}”][et_pb_social_media_follow_network social_network=”facebook” url=”http:\/\/facebook.com” _builder_version=”4.27.4″ _module_preset=”default” global_colors_info=”{}” follow_button=”off” url_new_window=”on”]facebook[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=”twitter” url=”http:\/\/x.com” _builder_version=”4.27.4″ _module_preset=”default” global_colors_info=”{}” follow_button=”off” url_new_window=”on”]X[\/et_pb_social_media_follow_network][et_pb_social_media_follow_network social_network=”instagram” url=”http:\/\/instagram.com” _builder_version=”4.27.4″ _module_preset=”default” global_colors_info=”{}” follow_button=”off” url_new_window=”on”]instagram[\/et_pb_social_media_follow_network][\/et_pb_social_media_follow][et_pb_button button_url=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/MCS-Resume-Template-Bullet-Points.pdf” button_text=”Download CV” _builder_version=”4.27.6″ _module_preset=”5152033d-0cf5-4de3-96c4-502ddbc81ba7″ hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”About” _builder_version=”4.25.0″ _module_preset=”default” collapsed=”on” global_colors_info=”{}”][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”With a background in development, systems analysis, and cloud engineering, I bring a full-stack perspective to modern infrastructure. I help businesses streamline workflows, improve system reliability, and deploy faster.” _builder_version=”4.27.6″ _module_preset=”631dc7ec-1c1a-4064-b150-6566a139b944″ max_width=”1080px” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Work Experience” _builder_version=”4.25.0″ _module_preset=”default” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Work Experience” _builder_version=”4.25.0″ _module_preset=”16862861-490c-42fc-81f8-21ee26316788″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2024 – Present” _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”AI Knowledge Base Transformation” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”Conversational AI & RAG Implementation” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Led the conversion of an internal company wiki into a vectorized knowledge base by integrating OpenAI embeddings and LangChain. Enabled fully conversational, retrieval-augmented generation (RAG) capabilities, transforming static documentation into an intelligent, queryable system that improves knowledge accessibility and team productivity.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2020 – 2023″ _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Infrastructure Automation & Environment Optimization” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”Environment Configuration Optimization” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Reduced environment configuration time from two weeks to two days by implementing Infrastructure-as-Code using Ansible and PowerShell automation scripts. Standardized deployment processes, minimized manual errors, and accelerated development and operational workflows.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2019 – 2020″ _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Enterprise Cloud Migration” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”AWS Migration & Cost Optimization” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Successfully enterprise EHR and billing systems from on-premises and Azure environments to AWS. Improved system scalability and reduced infrastructure costs by 25%,\u00a0 while ensuring a secure and seamless migration process, maintaining data integrity and compliance requirements.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2017 – 2019″ _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”CI\/CD Pipeline Engineering” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”DevOps & Deployment Systems” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Designed and maintained CI\/CD pipelines using Jenkins and Azure DevOps. Integrated REST API automation, Git repositories, and multi-environment deployment pipelines to enable continuous integration and reliable, automated delivery processes.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_divider color=”rgba(0,0,0,0.12)” divider_position=”center” _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_divider][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Education” _builder_version=”4.25.0″ _module_preset=”default” locked=”off” collapsed=”on” global_colors_info=”{}”][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Education” _builder_version=”4.25.0″ _module_preset=”16862861-490c-42fc-81f8-21ee26316788″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2014 – 2017″ _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Software Development” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”Early Career Development” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Began career with a strong foundation in software development, gaining hands-on experience in building applications and understanding core programming principles. This early exposure provided a deep understanding of how software systems are designed, developed, and maintained, forming the technical base for future work in systems analysis and cloud engineering.<\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_3,2_3″ _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”1_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”2020 – 2023″ _builder_version=”4.25.0″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][et_pb_column type=”2_3″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Cloud & DevOps Transition” _builder_version=”4.27.6″ _module_preset=”b1a4cc22-ea5b-4fea-ad5d-1aa1912a10f2″ custom_margin=”||0px||false|false” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″][\/et_pb_heading][et_pb_heading title=”AWS & Azure Specialization” _builder_version=”4.27.6″ _module_preset=”02309782-ee04-463d-bc74-4298fc75c7b7″ title_text_color=”gcid-heading-color” hover_enabled=”0″ global_colors_info=”{%22gcid-heading-color%22:%91%22title_text_color%22%93}” sticky_enabled=”0″][\/et_pb_heading][et_pb_text _builder_version=”4.27.6″ _module_preset=”f6643c9c-d558-4aa9-8a21-f4f9e2fedf9a” hover_enabled=”0″ global_colors_info=”{}” sticky_enabled=”0″]<\/p>\n

Expanded expertise into cloud computing and DevOps methodologies, focusing on AWS and Azure ecosystems. This period emphasized hands\u2011on learning in automation, scalability, and secure cloud operations, laying the groundwork for enterprise\u2011level migrations and platform engineering.<\/span><\/p>\n

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[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_divider color=”rgba(0,0,0,0.12)” divider_position=”center” _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_button button_url=”\/resume\/” button_text=”View Full Resume” _builder_version=”4.27.4″ _module_preset=”5152033d-0cf5-4de3-96c4-502ddbc81ba7″ global_colors_info=”{}”][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=”1″ admin_label=”Projects” _builder_version=”4.25.0″ _module_preset=”default” saved_tabs=”all” collapsed=”on” global_colors_info=”{}”][et_pb_row _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” locked=”off” global_colors_info=”{}”][et_pb_column type=”4_4″ _builder_version=”4.25.0″ _module_preset=”default” global_colors_info=”{}”][et_pb_heading title=”Projects” _builder_version=”4.25.0″ _module_preset=”16862861-490c-42fc-81f8-21ee26316788″ global_colors_info=”{}”][\/et_pb_heading][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_2,1_2″ custom_padding_last_edited=”off|desktop” _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” custom_padding_tablet=”||0px||false|false” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” background_image=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/business-cv-03.jpg” border_radii=”on|6px|6px|6px|6px” global_colors_info=”{}” background__hover_enabled=”off|desktop” background_color_gradient_stops__hover=”rgba(22,38,74,0.8) 0%|rgba(22,38,74,0.8) 100%” use_background_color_gradient__hover=”on”][et_pb_cta title=”AI Knowledge Base” button_url=”\/portfolio\/” button_text=”View Project” _builder_version=”4.27.6″ _module_preset=”91101ec2-e1ca-4575-8057-4161601262af” hover_enabled=”0″ locked=”off” global_colors_info=”{%22gcid-a674551e-c023-4666-82b8-b7448e713885%22:%91%22link_text_color%22,%22quote_border_color%22%93}” background__hover_enabled=”on|desktop” background_color__hover=”” sticky_enabled=”0″]<\/p>\n

Conversational RAG system for internal documentation.<\/p>\n

[\/et_pb_cta][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” background_image=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/business-cv-02.jpg” border_radii=”on|6px|6px|6px|6px” global_colors_info=”{}”][et_pb_cta title=”Cloud Migration” button_url=”\/portfolio\/” button_text=”View Project” _builder_version=”4.27.6″ _module_preset=”91101ec2-e1ca-4575-8057-4161601262af” hover_enabled=”0″ locked=”off” global_colors_info=”{%22gcid-a674551e-c023-4666-82b8-b7448e713885%22:%91%22link_text_color%22,%22quote_border_color%22%93}” background__hover_enabled=”on|desktop” background_color__hover=”” sticky_enabled=”0″]<\/p>\n

Migrated enterprise systems to AWS cloud.<\/p>\n

[\/et_pb_cta][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=”1_2,1_2″ custom_padding_last_edited=”off|desktop” _builder_version=”4.25.0″ _module_preset=”default” max_width=”1280px” custom_padding_tablet=”||0px||false|false” global_colors_info=”{}”][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” background_image=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/business-cv-04.jpg” border_radii=”on|6px|6px|6px|6px” global_colors_info=”{}” background__hover_enabled=”off|desktop” background_color_gradient_stops__hover=”rgba(22,38,74,0.8) 0%|rgba(22,38,74,0.8) 100%” use_background_color_gradient__hover=”on”][et_pb_cta title=”CI\/CD Pipelines” button_url=”\/portfolio\/” button_text=”View Project” _builder_version=”4.27.6″ _module_preset=”91101ec2-e1ca-4575-8057-4161601262af” hover_enabled=”0″ locked=”off” global_colors_info=”{%22gcid-a674551e-c023-4666-82b8-b7448e713885%22:%91%22link_text_color%22,%22quote_border_color%22%93}” background__hover_enabled=”on|desktop” background_color__hover=”” sticky_enabled=”0″]<\/p>\n

Automated multi-environment deployment workflows.<\/p>\n

[\/et_pb_cta][\/et_pb_column][et_pb_column type=”1_2″ _builder_version=”4.25.0″ _module_preset=”default” background_image=”https:\/\/patalim.com\/wp-content\/uploads\/2026\/03\/business-cv-05.jpg” border_radii=”on|6px|6px|6px|6px” global_colors_info=”{}”][et_pb_cta title=”IoT Platform” button_url=”\/portfolio\/” button_text=”View Project” _builder_version=”4.27.6″ _module_preset=”91101ec2-e1ca-4575-8057-4161601262af” hover_enabled=”0″ locked=”off” global_colors_info=”{%22gcid-a674551e-c023-4666-82b8-b7448e713885%22:%91%22link_text_color%22,%22quote_border_color%22%93}” background__hover_enabled=”on|desktop” background_color__hover=”” sticky_enabled=”0″]<\/p>\n

Scalable real-time vending device infrastructure.<\/p>\n

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Led the conversion of an internal company wiki into a vectorized knowledge base by integrating OpenAI embeddings and LangChain. 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