I build production-grade AI systems that combine machine learning, LLMs, agentic workflows, and software engineering.

Currently at EY, working across Generative AI, Agentic AI, NLP, multimodal AI, predictive ML, and AI platform engineering.

• 🤖 Generative AI & LLM Applications — RAG, embeddings, vector/hybrid retrieval, prompt engineering, LLM applications
• 🧠 Agentic AI — LangGraph, LangChain, multi-agent systems, tool calling, planning, reasoning, workflow orchestration
• 📊 Machine Learning — predictive modeling, classification, regression, anomaly detection, forecasting, recommendation systems
• 🔬 Deep Learning — PyTorch, CNNs, LSTMs, Transformers, fine-tuning, transfer learning, LoRA/PEFT
• 🗣️ NLP & Multimodal AI — Indic-language AI, speech processing, speaker diarization, emotion recognition, lip synchronization, audio-visual systems
• ⚙️ ML Engineering & MLOps — model deployment, serving, evaluation, monitoring, SAP AI Core, SAP AI Launchpad
• 🧩 AI Backend Engineering — Python, FastAPI, PostgreSQL, REST APIs, asynchronous services
• 💻 Full-Stack Engineering — React, Angular, TypeScript, JavaScript

At EY, I work on AI systems supporting ~15,000 users across multiple business functions.

My work includes:

• Production RAG and enterprise knowledge systems
• LLM-powered assistants and AI agents
• Multi-agent workflow orchestration
• AI-driven SDLC automation
• ML model deployment on SAP AI Core
• Domain-specific model fine-tuning for SAP use cases
• Multilingual and Indic-language AI
• Integration of AI with enterprise applications and SAP BTP

Building AI applications that can retrieve enterprise knowledge, reason over information, invoke tools, interact with enterprise systems, and execute business workflows.

Worked with AI4Bharat datasets for Indic-language model fine-tuning and multilingual applications, including speech and audio-visual processing.

Fine-tuned SAP RPT open-source models for SAP MM and PM domains and deployed custom ML models using SAP AI Core and SAP AI Launchpad.

Worked on an AI solution that takes Business Process Documents (BPD) and generates downstream functional specifications, technical specifications, ABAP implementation artifacts, and testing outputs.

AI / ML
├── Python
├── PyTorch
├── Transformers
├── NLP
├── Computer Vision
├── Speech / Multimodal AI
└── Scikit-learn

Generative AI
├── LLMs
├── RAG
├── Embeddings
├── Vector Search
├── Hybrid Search
├── LangChain
├── LangGraph
└── LlamaIndex

Backend
├── FastAPI
├── REST APIs
├── PostgreSQL
├── AsyncIO
└── API Integration

Cloud / Enterprise
├── Microsoft Azure
├── Azure OpenAI
├── SAP BTP
├── SAP AI Core
└── SAP AI Launchpad

Software Engineering
├── React
├── Angular
├── TypeScript
├── JavaScript
└── Git