Abhay Trivedi

Software Engineer

Faridabad, Haryana, India2 yrs 6 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in leveraging Machine Learning for healthcare solutions.
Hands-on experience with MERN stack and AI technologies.
Proven track record in developing intelligent systems.

Stackforce AI infers this person is a Full Stack Developer specializing in AI-driven healthcare solutions.

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Skills

Core Skills

Retrieval-augmented Generation (rag)Python (programming Language)Agentic AiSearch Engine TechnologiesMachine Learning

Other Skills

Amazon EC2Amazon S3Apache SolrCompetitive ProgrammingDeep Neural Networks (DNN)Dimensional ReductionFinancial MarketsFlaskJavaScriptLarge Language Models (LLM)Lifelong LearnerMERN stackMySQLNginxPerl

About

I'm Abhay Trivedi, a Software Developer at Athenahealth, where I work on leveraging Machine Learning to perform entity extraction from complex healthcare documents, helping turn unstructured data into meaningful insights. I hold a B.Tech in Computer Engineering with a specialization in Data Science, and I’m deeply passionate about using technology to solve real-world problems. As a Full Stack Developer, I have hands-on experience with the MERN stack, JavaScript, Python, SQL, and Perl. I’ve also worked on Generative AI, Retrieval-Augmented Generation (RAG), Agentic AI, and search engine technologies as part of my recent roles, building intelligent systems that blend AI with software engineering to deliver impactful solutions.

Experience

2 yrs 6 mos

Total Experience

10 mos

Average Tenure

1 yr 7 mos

Current Experience

Athenahealth

2 roles

Member of Technical Staff

Sep 2025 – Present · 7 mos · Hybrid

Leveraging GenAI to perform entity extraction from complex healthcare documents.

Associate Member of Technical Staff

Aug 2024 – Aug 2025 · 1 yr · Hybrid

Leveraging Machine Learning to perform entity extraction from complex healthcare documents.

Salevant.ai

Backend & GenAI Developer Intern

Jan 2024 – Jul 2024 · 6 mos · Noida, Uttar Pradesh, India · On-site

Implemented a Retrieval-Augmented Generation (RAG) pipeline using LlamaIndex and LangChain, enabling context-aware data querying through Agentic AI workflow powered by OpenAI, Mistral, Claude and LLaMA models. Utilized QDrant Vector DB for hybrid (textual and semantic similarity) search.
Developed many custom AI agents capable of responding in multiple formats (text, tables and diagram) based on user queries. Integrated these agents with WhatsApp and Slack for conversational access. Also built specialized agents such as a Clarification Agent, SQL Agent & Sales Agent with CRM integration to improve workflow automation and user experience.
Deployed Apache Solr search engine for real-time retrieval in the global dashboard for company & professional user search, slashing search time from 6 seconds to an average of 300ms.
Constructed professional user search for 100M+ users on the global dashboard and Chrome extension, AI-powered draft email and frequently used keyword suggestion service.
Built 15+ APIs in Flask framework, Integrated Zoho & HubSpot CRM for leads data transfer from Yogleads B2B-search and dashboard (Premium feature).

Retrieval-Augmented Generation (RAG)Large Language Models (LLM)Agentic AIPython (Programming Language)FlaskAmazon S3+3

Ncr corporation

Software Development Engineer Intern

Jun 2023 – Jul 2023 · 1 mo · India · Remote

Fully Designed and Developed AI Travel Planner, “Your Journey”. Leveraged ChatGPT AI for data-driven insights, upselling, language support, and enhancing customer experience. Collected feedback to foster customer loyalty and improvements.
It revolutionizes trip planning by saving time and delivering intelligent, personalized, reliable recommendations.

Amazon

Amazon ML Summer School

Jul 2022 – Jul 2022 · 0 mo · India · Remote

Deep Neural Networks (DNN)Sequential LearningDimensional ReductionUnsupervised LearningProbabilistic Graphical ModelsReinforcement Learning+2

Coding ninjas

2 roles

Technical Content Reviewer Intern

Jun 2022 – Jul 2022 · 1 mo · India · Remote

Promoted to lead a team of 4 writers to bring out the best in them. Reviewed about 48 Blogs a month.

Technical Content Writing Intern

Dec 2021 – May 2022 · 5 mos · India · Remote

Written 80+ articles/blogs on topics of Preparation Guides, Web technologies, Programming fundamentals, Data Structure and Algorithm, Java Technologies, Oracle Certifications, Interview Questions, Microsoft Excel, and more! on CodeStudio Library.