Ashwini Mahendiran

Software Engineer

Hyderabad, Telangana, India4 yrs 3 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Designed AI systems improving efficiency by 30%
Built coding assistants accelerating workflows by 35%
Led team delivering explainable AI models

Stackforce AI infers this person is a Full-Stack AI Engineer with expertise in Manufacturing and SaaS solutions.

Contact

Skills

Core Skills

Agentic Ai FrameworksFull-stack Ai DevelopmentAi Task SchedulingSemantic Search

Other Skills

AI task scheduling agentAgentic RAGFAISSLIMELLM memoryLLM-powered RAG pipelinesLangChainLlamaIndexPineconePower BISHAPcontext managementcontext-aware automationdynamic function-callingembedded systems engineering

About

AI Product Engineer with 4+ years of experience building 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐚𝐧𝐝 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞-𝐫𝐞𝐚𝐝𝐲 𝐆𝐞𝐧𝐀𝐈 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐚𝐜𝐫𝐨𝐬𝐬 𝐦𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐢𝐧𝐠, 𝐚𝐮𝐭𝐨𝐦𝐨𝐭𝐢𝐯𝐞, 𝐡𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐚𝐧𝐝 𝐒𝐚𝐚𝐒 𝐝𝐨𝐦𝐚𝐢𝐧𝐬. I specialize in: • 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐟𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬 (Agentic RAG, multi-agent orchestration, intelligent workflows) •𝐋𝐋𝐌 𝐦𝐞𝐦𝐨𝐫𝐲 & 𝐜𝐨𝐧𝐭𝐞𝐱𝐭 𝐦𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭(structured output, function calling, multimodal ingestion) • 𝐕𝐞𝐜𝐭𝐨𝐫 𝐝𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧for semantic search and knowledge retrieval • 𝐅𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐀𝐈 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 (Python, TypeScript, FastAPI, React, C#, Angular) • 𝐄𝐦𝐛𝐞𝐝𝐝𝐞𝐝 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 (ARM Cortex, STM32, ESP32, peripherals integration) Recognized speaker and hackathon finalist, passionate about bridging advanced AI with real-world impact.

Experience

Atmecs global inc

Senior Software Engineer

Jan 2025 – Present · 1 yr 2 mos · Hyderabad, Telangana, India · On-site

Designed and deployed agentic AI systems (multi-agent orchestration, Agentic RAG) for enterprise manufacturing, improving operational efficiency by 30%.
Built AI-powered coding assistants and copilots with LangChain and LlamaIndex, accelerating developer workflows by 35%.
Integrated vector databases (FAISS, Pinecone) into enterprise search pipelines, enabling semantic retrieval and context-aware automation.
Developed structured output and dynamic function-calling pipelines, improving automation accuracy by 25%.
Invented patent pending algorithms enhancing multimodal AI inference by 20%.
Directed IP strategy, patent applications, and led a 3-member R&D team delivering explainable AI models (SHAP, LIME).

Agentic AI frameworksmulti-agent orchestrationAgentic RAGLangChainLlamaIndexvector databases+10

Flex

2 roles

Associate Developer

Aug 2023 – Jan 2025 · 1 yr 5 mos · Coimbatore, Tamil Nadu, India · Hybrid

Integrated LLM-powered RAG pipelines into manufacturing ERP systems, boosting decision accuracy and responsiveness.
Engineered AI task scheduling agent connecting SCM, engineering, and finance, cutting process inefficiencies by 20%.
Deployed semantic search and knowledge ingestion pipelines across structured/unstructured data, reducing CXO decision cycles by 35%.
Developed Power BI dashboards for predictive analytics and process optimization.

LLM-powered RAG pipelinesAI task scheduling agentsemantic searchknowledge ingestionPower BIAI task scheduling+1

Intern - Full Stack Developer

Feb 2023 – May 2023 · 3 mos · Coimbatore, Tamil Nadu, India · On-site

Career break

Health and well-being

Jun 2019 – Feb 2020 · 8 mos · Puducherry, Puducherry

Recovery after serious injury: During this period, I was unable to work following an accident at work. Throughout my recovery, I focused on developing my skills and I took an online course in Full Stack development ( C#, Angular, SSIS) and started to focus on AI research as well.

Microchip technology inc.

Software Engineering Trainee

Jun 2018 – Jul 2019 · 1 yr 1 mo · Chennai Area, India

Tested and deployed scalable and highly available software products for the automotive domain
Debugged software at the rudimentary signal level, analyzing performance and diagnosing faults.
Wrote clean, clear, and well-tested code for various projects based on network protocols I2C, SPI, USB Type C, Power Delivery and
USB-Hubs.
Got trained in writing clean and refactoring code that passes LINT