Automating Customer Inquiry Translation to PostgreSQL Queries Using LLMs
The goal of this project is to develop a system that utilizes large language models (LLMs), such as ChatGPT, to accurately translate customer inquiries into PostgreSQL queries. This system aims to streamline data retrieval and analysis processes, reducing the time and effort required by staff to interpret and respond to customer requests.
Improved constraint satisfaction problem formulation
Improving CSP problem formulation for physician/resident call scheduling is the main activity to be undertaken. This will have a large impact on the healthcare systems currently served with Mesh AI. On the algorithm side, better solutions will be reached at smaller time and computation resource levels. This will reduce engine costs, power consumption, and most importantly will lead to better allocation of ever-shrinking human resources to healthcare tasks and needs. Not only highly qualified healthcare leaders and administrators will spend less time in the setup and customization steps but also every single instance of generating a ‘call schedule’ will be done with smaller time investments by an already over-burdened HCP (health care providers) community.
Landing Page Design
To create landing pages for different segments of the market and optimize the content on G2 and Capterra.
Digital Marketing
To create digital assets that align with our product and to design and execute marketing campaigns (e.g., LinkedIn and Instagram ads).
Content Marketing
To work on content creation for a healthcare SAAS software platform built for the north American segment. The project includes writing blogs, case studies, and creating digital images to be used to market/promote our product.
Digital Marketing
To create digital assets that align with our product and to design and execute marketing campaigns (e.g., LinkedIn and Instagram ads).
Landing Page Design
To create landing pages for different segments of the market and optimize the content on G2 and Capterra.
Market Research for a SAAS product
To carry out market research for a healthcare SAAS product built for the north American segment. This includes competitive analysis of other products, and running interviews and focus groups.
Content Marketing
To work on content creation for a SAAS software platform built for healthcare. The project will include content creation including writing blogs, case studies, and creating digital assets to be used for marketing purposes.
Digital Marketing
To create digital assets that align with our product and to design and execute marketing campaigns (e.g., LinkedIn and Instagram ads).
Landing Page Design
To create landing pages for different segments of the market and optimize the content on G2 and Capterra.
Market Research for a SAAS product
To carry out market research for a healthcare SAAS product built for the north American segment. This includes competitive analysis of other products, and running interviews and focus groups.
Mesh AI growth: Video creation
Job mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this video production position learns about and contributes to sales, support, engagement, and customer success for healthcare B2B SaaS. Outcome: videos created from the Mesh AI apps and for support and marketing purposes. Competencies: Great communicator both orally and in written form Competency with audio and video tools of choice Excellent command of English Good listening and presentation skills Outgoing and energetic Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Highly decisive and efficient with time and open to criticism and radical candor Comfortable with web-based tools like CRMs Comfortable and respectful while persistent in the presence of rejections Familiarity with healthcare sector and desire to excel there: a bonus Previous experience with sales: a bonus
Mesh AI insights: ML for improved scheduling
Positions available: 3 Mission: [This is a remote work position] Reporting to the head of technology, this position learns about and contributes to Mesh AI engine and algorithms using machine learning tools. Outcome: ML additions to Mesh engine. Competencies: Algorithms Great communicator both orally and in written form Excellent command of English Previous experience with ML tools and NLP Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Highly decisive and efficient with time and open to criticism and radical candor Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Android Development
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to app development of Mesh AI SaaS products while working with other members of the team very closely. You: Enhance existing android application Outcomes: Enhance shift view and editors to include additional address field Competencies: Java (android) Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Android Development: Calendar
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to app development of Mesh AI SaaS products while working with other members of the team very closely. You: Add a local caching database to current android application with asynchronous updating of data Outcomes: A view that is fast and responsive because it uses locally cached data Data that updates asynchronously (from the same endpoints that it does now) Competencies: Java (android) with local caching Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI iOS Development
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to app development of Mesh AI SaaS products while working with other members of the team very closely. You: Enhance existing iOS application Outcomes: Enhance shift view and editors to include additional address field Competencies: Swift Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI iOS Development: Calendar
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to app development of Mesh AI SaaS products while working with other members of the team very closely. You: Add a local caching database to current iOS application with asynchronous updating of data Outcomes: A view that is fast and responsive because it uses locally cached data Data that updates asynchronously (from the same endpoints that it does now) Competencies: Swift with local caching Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI CSP Algorithm Design
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to algorithm development of Mesh AI SaaS products while working with other members of the team very closely. You: Collaborate with the tech lead and product manager to create an engine that solves a custom constraint satisfaction problem defined in MiniZinc language Implement MiniZinc based tool kit to facilitate defining a custom staff scheduling problem Offer APIs for the engine to be used by the current staff scheduling product. Outcomes: Implement a fully customizable staff scheduling engine using MiniZinc Competencies: Enrolled Computer Science, Computer engineering, or a related major Experience in designing algorithms and implementing them Excellent problem modeling skills Expert in a programming language like Python Critical thinker Experience with constraint satisfaction problems Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Algorithm Design
Job mission: [This is a remote work position] Reporting to the head of Technology, this position learns about and contributes to algorithm development of Mesh AI SaaS products while working with other members of the team very closely. You: Set up CSP (constraint satisfaction problem) optimizer instances towards optimal assignment of user visits to locations in a linked-list way, optimizing visit attributes and minimizing travel times. Outcomes: An optimizer instance that can take in a number of visits at locations, and providers with availability, and return an optimized arrangement Competencies: Optaplanner, minizinc, or other CSP solver qualifications Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Web Development: UX Designer
Job mission: [This is a remote work position] Reporting to the head of Product, this position learns about and contributes to UI design of Mesh AI SaaS products while working with other members of the team very closely. You: Use recent studies and findings to establish the best overall design elements to include in UX design experiences Create surveys for research through various media platforms to gather feedback on user's ease of use and satisfaction interfacing on company websites and products Design the aesthetics to be implemented within a website or product, from the layout menus and drop-down options to colors and fonts allowing for interface edits as needed Enhance user experience by creating seamless navigation through various parts of the product Outcomes: Find the UX pain points of the customers, prioritize and propose solutions for them. Competencies: Experience in creating and implementing UX design Ability to find, validate and prioritize possible UX issues Proficient with some visual design programs Ability to work effectively in a collaborative environment to create top-performing interfaces for clients Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Web Development: UI Designer
Job mission: [This is a remote work position] Reporting to the head of Product, this position learns about and contributes to UI design of Mesh AI SaaS products while working with other members of the MSD team very closely. You: Collaborate with product management and engineering to define and implement innovative solutions for the product visuals Execute all visual design stages from concept to final hand-off to engineering Conceptualize original ideas that bring simplicity and user friendliness to complex design roadblocks Create wireframes, storyboards, user flows, process flows and site maps to effectively communicate interaction and design ideas Outcomes: A new elegant design for Mesh AI scheduling product on all platforms, Web/Android/iOS Competencies: Demonstrable UI design skills Experience in creating wireframes, storyboards, user flows, process flows and site maps Excellent visual design skills and wire-framing with sensitivity to user-system interaction Ability to present your designs and sell your solutions to others Experience working in an Agile/Scrum development process is a plus Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI Web Development: New Prototype
Job mission: [This is a remote work project] Reporting to the development lead, this position learns about and contributes to web development of Mesh AI SaaS products while working with other members of the team very closely. You: Create a web app interface which handles patient visit events for providers in a specific linked-list manner Outcomes: A functional web app which handles provider scheduling and patient and provider communications A web-based interface for creating, editing, deleting items Competencies: Full stack web programming Vue/react/ember or other web framework Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus (for potential contracts and job offers at the end of the project)
Mesh AI growth: Inside Sales
Job mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this insides sales position learns about and contributes to sales efforts for healthcare through B2B cold-calling and cold-emailing while working with other members of the MSD team very closely Outcome: High-output sales campaigns that convert B2B SaaS leads through product demos to platform users while providing value to all healthcare professionals engaged. Competencies: Great communicator both orally and in written form Excellent command of English Good listening and presentation skills Outgoing and energetic Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Highly decisive and efficient with time and open to criticism and radical candor Comfortable with web-based tools like CRMs Comfortable and respectful while persistent in the presence of rejections Familiarity with healthcare sector and desire to excel there: a bonus Previous experience with sales: a bonus
Mesh AI growth: lead generation SEO Specialist
Job mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this position learns about and contributes to sales efforts for healthcare through SEO while working with other members of the MSD team very closely. We: Test the effectiveness of optimizing SEO for generating quality leads for Mesh AI products Develop optimization strategies that increase the company's search engine results rankings Research SEO keywords to use throughout the company's website and marketing materials Set measurable goals that demonstrate improvement in marketing efforts Collaborate with team members to write compelling and high-quality website content, including blog posts and page descriptions Update content and website links for maximum optimization and search engine rankings Outcomes: Increase in number of leads generated by search engines Competencies: Understanding of search engine algorithms and ranking methods Experience with SEO industry programs, such as Google Analytics Knowledge of keyword research Able to complete competitive analysis of other companies within the industry Excellent written communication skills Great communicator both orally and in written form Excellent command of English Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Familiarity with healthcare sector and desire to excel there: a bonus Familiarity with CRMs: a bonus
Mesh AI growth: lead generation via calls/email
Job mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this position learns about and contributes to lead generation efforts for healthcare through cold-calling and cold-emailing while working with other members of the MSD team very closely Outcome: Impactful call and email campaigns that converts B2B SaaS potentials to engaged leads while providing value to healthcare communities served. Competencies: Great communicator both orally and in written form Excellent command of English Previous experience with cold calling or cold emailing leads Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Highly decisive and efficient with time and open to criticism and radical candor Comfortable with web-based tools like CRMs Comfortable and respectful while persistent in the presence of rejections Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI growth: lead generation via social media
Mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this position learns about and contributes to lead generation efforts for healthcare through social media use while working with other members of the MSD team very closely Outcome: Improved social media performance on all available channels that converts B2B SaaS potentials to engaged leads while providing value to healthcare communities served. Competencies: Great communicator both orally and in written form Excellent command of English Previous experience with social media activities and/or campaigns Attention to details and a growth mindset Team player, punctual, and attentive Self-motivated, goal-setter, and with get-things-done attitude Data-driven and performance-focused Highly decisive and efficient with time and open to criticism and radical candor Comfortable with web-based tools like CRMs as well as social media tools and tactics Familiarity with healthcare sector and desire to excel there: a bonus
Mesh AI growth: marketing and sales calls
Mission: [This is a remote work position] Reporting to the head of Marketing, Sales, and Data (MSD), this position learns about and contributes to lead generation efforts for healthcare through content creation while working with other members of the MSD team very closely Outcome: High-quality content (text, audio, video, etc.) that converts B2B SaaS potentials to engaged leads while providing value to healthcare communities served. Competencies: Great communicator both orally and in written formExcellent command of EnglishPrevious experience with technical and/or creative writing in EnglishAttention to details and a growth mindsetTeam player, punctual, and attentiveSelf-motivated, goal-setter, and with get-things-done attitudeData-driven and performance-focusedHighly decisive and efficient with time and open to criticism and radical candorComfortable with web-based tools like CRMs and audio-/video-makersFamiliarity with healthcare sector and desire to excel there: a bonus