Akshay Jaiswal

About Akshay Jaiswal

Senior AI-ML Software Developer Lead | 7 Years Experience Strategic AI Lead, expert in architecting end-to-end GenAI, ML, NLP projects. Specialising in high-performance & cost effective RAG & Agentic AI systems. Proven track record of delivering production-grade solutions on AWS & Azure, including multilingual manufacturing Assistant, automated competitive intelligence platforms and Demand Planning Recommendations etc. Deep expertise in Model Optimization & Scalable pipelines that drive measurable business impact, such as 95% reduction in operational timelines.

Experience

1. Ai-ml Software Developer (Aida Ai 1)

   Siemens

   Jun 2024 — Present · Pune, IN

   AI Software Developer | Siemens Technology & ServicesJune 2024 – PresentArchitecting and deploying end-to-end Generative AI solutions and Agentic workflows to bridge the gap between complex industrial software and frontline operational efficiency. Factory Software Assistant (Lead Developer)-Problem: Complex software interfaces caused usability barriers and operational delays for factory operators-Solution: Developed a multi-lingual, GenAI-powered chatbot using an Agentic RAG approach to enable natural language control of factory systems-Impact: Reduced onboarding time by 90% and production delays by 18%. Empowered operators to resolve Tier-1 maintenance issues independently, significantly cutting downtime costs-Stack: Llama 3.3 (70B), LangChain, AWS Bedrock, LanceDB, Redis, Snowflake. Competitive Intelligence Platform (Architect)-Problem: Fragmented data on competitor hiring trends, investments, and market shifts-Solution: Architected a platform using GPT-4o and dynamic web scraping to provide Siemens Management with interactive, voice-based strategic insights-Role: Led backend RAG architecture, Vector DB setup (Milvus/OpenSearch), and SLM-based data refinement pipelines. GenSummary & Specialized Services-Ticket Automation: Built an AI summarizer for complex customer complaints, reducing wait times by ~65%-Smart Sales 360: Engineered ML & GenAI engines to generate \"Next Best Action\"(NBA) sales recommendations-Metadata Extractor: Automated high-precision metadata retrieval from shareholder documents-Image Gen: Built a custom Generative AI plug-in for internal creative workflows. Technical Toolkit-GenAI: GPT-4o, Llama 3.3/3.2, LangChain, Agentic Workflows-Data/Vector: LanceDB, Milvus, AWS OpenSearch, Redis, Snowflake, DBT-Cloud: AWS (Bedrock, Lambda, Glue, Step Functions, S3, API Gateway).

Education

• SYCET Collage of Engineering & Techology

  Bachelor's degree, Engineering