Hello World, I'm
Ayush Jha
Building the future with Generative AI, LLMs, and intelligent Multi-Agent Systems. 2+ years crafting scalable AI solutions on Azure & AWS.
Turning Data into Intelligence
AI/ML Engineer & GenAI Specialist
I architect and deploy production-grade AI solutions that bridge the gap between cutting-edge research and real-world business impact.
My expertise spans the full AI lifecycle — from designing custom multi-agent systems and hybrid RAG pipelines to deploying scalable solutions on enterprise cloud platforms. I work with both in-house LLM deployments and hosted services including Azure OpenAI, AWS Bedrock, and Hugging Face endpoints.
As a Microsoft Certified DevOps Expert and Azure AI Engineer, I combine deep AI knowledge with robust engineering practices to deliver reliable, production-ready intelligent systems.
2+ Years
AI/ML Development
7+
Industry Certifications
2
Company Awards
9.57
CGPA (Distinction)
Professional Journey
Senior Software Engineer — AI/GenAI
Interra Information Technologies (India) Pvt. Ltd.
Kolkata, IN
- Developed modular Generative AI framework using Python, LLMs, and Milvus vector database for processing structured and unstructured data with hybrid RAG pipelines
- Built custom multi-agent bot system from scratch with real-time coordination, shared context management, and dynamic routing capabilities; also experienced with AutoGen framework
- Implemented solutions using both in-house LLM deployments and hosted services including Azure OpenAI, AWS Bedrock, and Hugging Face endpoints
- Created reusable ETL transformation framework with dynamic logic application, validation, and performance optimizations
- Designed and deployed scalable AI solutions on AWS and Azure, improving data insights across diverse data types
- Experience with Microsoft Copilot integration and Salesforce Agentforce Specialist workflows
- Developed Power BI analytics dashboards, improving reporting efficiency by 25%
- Implemented Azure DevOps CI/CD pipelines for streamlined deployment and testing
- Developed full-stack web applications with React and Angular
Software Development Intern
Steel Authority of India Limited (SAIL)
Remote
- Designed enterprise IT application using Oracle, .NET, and Flutter for Reverse Mentoring Model
- Improved mentor-mentee matching efficiency by 40% through intelligent algorithms
- Delivered high-quality application through systematic testing and debugging
Microsoft Learn Student Ambassador Gold
Microsoft
Kolkata, IN
- Led technical workshops on Azure cloud services and AI development
- Collaborated with global tech community to promote skill development
Founding President
Bytemonk — Technology Club
Kolkata, IN
- Founded college's first Technology Club, establishing mentorship programs
- Organized technical workshops fostering peer learning
AI & ML Expertise
Deep expertise across the modern AI stack — from foundational models to production deployment
Generative AI & LLMs
Expert in building production-grade GenAI applications using GPT-4, Claude, LLaMA, and custom fine-tuned models.
RAG Pipeline Architecture
Designing hybrid RAG systems with advanced retrieval strategies, re-ranking, and semantic search for enterprise data.
Multi-Agent Systems
Building custom multi-agent architectures with real-time coordination, shared context, and dynamic task routing.
NLP & Transformers
Deep understanding of transformer architectures, attention mechanisms, tokenization, embeddings, and fine-tuning techniques.
Cloud AI & MLOps
End-to-end ML lifecycle management with cloud-native tools, CI/CD for AI models, and scalable inference endpoints.
Data Engineering & ETL
Building robust data pipelines, ETL frameworks, and vector store architectures for AI-powered data processing.
AI Projects & Solutions
Real-world AI solutions solving complex business challenges
Custom Multi-Agent Bot System
Built from scratch — a multi-agent architecture with real-time coordination, shared context management, and dynamic routing. Handles complex enterprise workflows across domains.
Hybrid RAG Pipeline Framework
Modular GenAI framework with Milvus vector database for processing structured and unstructured data. Implements hybrid retrieval with semantic + keyword search and intelligent re-ranking.
Reusable ETL Transformation Framework
Dynamic data transformation framework with configurable logic application, automated validation, and performance-optimized processing for enterprise-scale data pipelines.
AI-Powered Analytics Dashboard
Power BI dashboards integrated with AI insights for management and clients. Automated reporting with intelligent data visualization and predictive analytics capabilities.
Technical Arsenal
GenAI & LLM Stack
Programming Languages
Cloud & MLOps
Databases & Vector Stores
Frameworks & Libraries
Tools & Platforms
Academic Background
B.Tech (Honours) in Computer Science Engineering
Government College of Engineering And Ceramic Technology
Higher Secondary Certificate (XII)
Army Public School Sukna
Certifications & Awards
Awards & Recognition
"Star Rookie of the Year 2024"
InterraIT
Recognized for exceptional contributions to AI projects and demonstrating outstanding technical skills and innovation in Generative AI solutions.
"Promising Junior Award Q4 2023"
InterraIT
Awarded for demonstrating exceptional technical leadership, innovative problem-solving, and significant contributions to team success.
Professional Certifications
Let's Build Something Intelligent
Looking for an AI/ML specialist? I'm open to collaborations, consulting, and new opportunities in Generative AI.