Ideas2IT Technologies

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Overview

$50,000+

Min Project Size

$25 - $49/hr

Avg Hourly Rate

250 - 999

Employees

2009

Year Founded

ABOUT IDEAS2IT TECHNOLOGIES

Let's Innovate!

Ideas2IT is a reputable technology services provider that aids enterprises in reaching their business objectives through innovative and customer-focused solutions. Our team comprises highly skilled engineers and offers a wide array of services, including product development, custom software development, data science consulting, artificial intelligence services, enterprise application development, data platforms and visualization, cloud computing, mobile app development, data analytics, and implementations of Snowflake and Salesforce. Additionally, we specialize in artificial intelligence, machine learning, the Internet of Things (IoT), blockchain, cybersecurity, and consulting, making us a preferred partner for businesses of every size. For startup founders, our initial clients, we provide a product-centric approach to help bring their visions to life. Ideas2IT has supported over 75 startups and has helped incubate three venture-funded product companies: IdeaRx, Pipecandy, and element5. Inspired by our work with startups, enterprises approach us for help with innovation initiatives using advanced technologies. Frustrated with their current partners due to a lack of innovative focus and potential bureaucratic barriers, they seek Ideas2IT for a combination of transparency, trust, technical expertise, and creativity, finding in us their ideal collaborator. If you're interested in exploring the next steps, we invite you to reach out to us. We focus on projects that align with our expertise and will be straightforward if we cannot meet your needs, without any bothersome follow-up calls or emails.

Tech Stack

JavaJavaScriptPythonASP.NET.NETC#GoPHPRubySpring MVCAngularNodeJS+7 more

Languages Spoken

EnglishHindi

HIGHLIGHTS

$50,000+

Min Project Size

$25 - $49/hr

Avg Hourly Rate

250 - 999

Employees

2009

Year Founded

Services

Focus

Industries

Clients

Services Provided+10 Services

7% Mobile App Development (iOS & Android)

5% Frontend Development

2% Code Review & Technical Audits

3% QA & Software Testing

5% SaaS Product Development

3% Blockchain & Web3 Development

5% Backend Development

3% Custom Web Application Development

About the Team

OUR STORY

Ideas2IT stands out as a company deeply passionate about people, fostering growth from within by offering employees meaningful projects and strong mentorship. Starting from the journey of a junior developer to a senior technology leader, the company's commitment to supporting its team through learning and leadership development has remained unwavering. With a focus on delivering timely, functional Minimum Viable Products (MVPs) and maintaining transparent communication, Ideas2IT values ownership, innovation, and client success. Recognized by partners like Medtronic Labs for its dedication not only to engineering excellence but also to client missions, Ideas2IT approaches projects with the drive and precision of a Silicon Valley startup, consistently exceeding expectations across diverse, real-world challenges.

Portfolio

Facebook: MLFlow - Torchserve Deployment Plugin

Unknown

We developed a test version of the MLflow-TorchServe deployment plugin (MLflow-TorchServe 0.0.1.dev0), designed to allow developers to easily deploy models created and trained within the MLflow pipeline to TorchServe with minimal effort. For more highlights of our projects, visit https://www.ideas2it.com/work/.

GPT

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Business Objective: To answer questions related to specific areas of interest. However, there are instances where it may provide responses that are not pertinent to our documents. To address this issue, we can train it to respond only based on our specific documents. Our approach involves training a Q&A system capable of answering any inquiries within a collection of documents. Solution: We extracted content based on headings, text, and tables, organized them into various sections, and saved them as documents. We then generated questions using a prompt generation process with the davinci-instruct-beta-v3 model, employing a static template. We assessed section relevance through embedding-based searches utilizing the text-embedding-ada-002 model. Finally, we retrieved answers to user questions from the matched sections using the COMPLETIONS_MODEL "text-davinci-003," along with the relevant context prompt.

Conversational Chatbot

Unknown

Goals: Create a smart chatbot using natural language understanding (NLU) and natural language processing (NLP) to address users' inquiries about products. The chatbot will possess self-learning and automatic logging features, and it will connect with pre-existing search services through their APIs, eliminating the need for middleware. Solution: Developed a cognitive chatbot based on the RASA framework. We utilized Google's open-source NLP model, BERT (Bidirectional Encoder Representations), achieving near-perfect performance with advanced entity recognition. Live conversation logs were employed to train the NLP model in real-time. The chatbot's user interface was customized to ensure an intuitive experience for users. For inquiries, reach out to contactus@ideas2it.com to turn your innovative ideas into reality.

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