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Building GenAI portfolio
πŸ˜„
Building GenAI portfolio

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aditya2425/README.md


πŸ‘¨β€πŸ’» About Me

Generative AI / Agentic AI Engineer with 3+ years at Accenture, shipping production AI for Fortune 10/100 clients across healthcare, aviation, and entertainment.

  • πŸ€– Designed a multi-agent failure-triage system that cut resolution time from 1–2 days β†’ under 10 minutes
  • πŸ₯ Architected a real-time healthcare call assistant processing 5,000+ live utterances/day with sub-second latency and 99.5% uptime
  • 🎬 Delivered a GPT-4o document automation suite for a Fortune 100 entertainment company β€” 70–80% effort reduction across 15+ departments
  • πŸ§ͺ Built 8 open-source GenAI projects with 2,400+ tests spanning the full GenAI stack
  • πŸ“ Based in Noida, India β€” open to GenAI / Agentic AI opportunities

πŸš€ GenAI Portfolio β€” 8 Projects

#ProjectWhat it doesKey TechTests
1 DocuMind Production-grade RAG β€” PDF ingestion, hybrid search, Cohere reranking, cited multi-LLM answers & RAGAS evaluation RAG Β· BM25 Β· Reranking Β· FastAPI 9
2 AgentForge Multi-agent AI framework with tool-using agents, ReAct reasoning, orchestration patterns & Streamlit dashboard ReAct Β· Tool Use Β· LangGraph Β· CrewAI 62
3 ModelForge LLM fine-tuning pipeline β€” QLoRA on Mistral 7B with BLEU/ROUGE/BERTScore eval, LLM-as-Judge & cost analysis QLoRA Β· PEFT Β· Mistral 7B Β· HuggingFace 577
4 GuardianAI LLM safety & observability β€” content filtering, PII detection, token/cost tracking & real-time dashboard Guardrails Β· PII Β· Drift Β· Streamlit 457
5 ShipAI ML deployment pipeline β€” Docker, FastAPI serving, 3-tier health checks, GitHub Actions CI/CD & load testing Docker Β· FastAPI Β· CI/CD Β· Locust 650
6 VisionRAG Multimodal RAG β€” PDF + image ingestion with OCR, vision embeddings, hybrid retrieval & multimodal generation OCR Β· Vision Β· Multimodal Β· RAG 293
7 InterviewGPT AI mock interview system β€” adaptive difficulty, 14 heuristic scoring functions & progress analytics Adaptive Engine Β· Heuristics Β· OpenAI 295
8 ToolBridge Prompt engineering toolkit β€” template management, chain-of-thought, few-shot optimization, A/B testing & versioning Prompt Eng Β· A/B Testing Β· Versioning 95

πŸ“Š Total: 2,438 tests across 8 production-grade projects


πŸ›  Tech Stack

LLM & RAGOpenAI GPT-4o Β· Anthropic Claude Β· Mistral Β· LangChain Β· LangGraph Β· CrewAI Β· Pinecone Β· ChromaDB Β· Azure AI Search Β· BM25 Β· Hybrid Search Β· Cohere Reranking
Agentic AISemantic Kernel Β· Azure AI Foundry Β· Tool Calling Β· Function Calling Β· MCP Servers Β· ReAct Pattern Β· Human-in-the-Loop Β· Multi-Agent Orchestration
Fine-TuningQLoRA Β· LoRA Β· PEFT Β· RLHF Β· SFTTrainer Β· HuggingFace Transformers Β· Weights & Biases
EvaluationRAGAS Β· BLEU Β· ROUGE Β· BERTScore Β· LLM-as-Judge
Safety & MLOpsGuardrails Β· PII Detection Β· Prompt Injection Prevention Β· Drift Detection Β· A/B Testing Β· LLMOps
Cloud & DevOpsAzure (OpenAI, Functions, Event Hub, Cosmos DB, App Service, Key Vault) Β· Docker Β· GitHub Actions Β· Azure DevOps
BackendPython Β· Flask Β· FastAPI Β· Pydantic Β· pytest Β· REST Β· Microservices Β· Event-Driven Architecture

πŸ† Awards & Recognition

🌟
Sparkling Star Award
2024 Β· Accenture & Avanade
Recognized for building a multi-agent GenAI system adopted across enterprise workflows
πŸ†
ACE Award (Team)
2023 Β· Accenture
Awarded for the real-time healthcare AI assistant β€” 5,000+ daily utterances, sub-second latency, 99.5% uptime

πŸŽ“ Certifications


πŸ“Š GitHub Stats


πŸ—ΊοΈ Portfolio Architecture

                       GenAI Portfolio Β· 8 Projects Β· 2,400+ Tests
    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
    β”‚                                                                β”‚
    β”‚   πŸ“„ DocuMind        πŸ€– AgentForge       🧬 ModelForge          β”‚
    β”‚   Production RAG     Multi-Agent AI      LLM Fine-Tuning       β”‚
    β”‚                                                                β”‚
    β”‚   πŸ›‘οΈ GuardianAI       πŸš€ ShipAI          πŸ‘οΈ VisionRAG           β”‚
    β”‚   Safety & Observ.   ML Deployment      Multimodal RAG        β”‚
    β”‚                                                                β”‚
    β”‚   🎯 InterviewGPT    πŸ”§ ToolBridge                              β”‚
    β”‚   Mock Interviews    Prompt Engineering                        β”‚
    β”‚                                                                β”‚
    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                β–²
                                β”‚
                β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                β”‚  Live Portfolio Site (GH Pages) β”‚
                β”‚  aditya2425.github.io/Portfolio β”‚
                β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

⭐ If you find any of these useful, a star goes a long way.
Open to GenAI / Agentic AI roles Β· Reach out: aditya78332412@gmail.com

Pinned Loading

  1. DocuMind DocuMind Public

    Production-grade RAG: PDF ingestion, hybrid search, reranking, cited answers via multi-LLM, REST API & RAGAS evaluation

    Python 1

  2. AgentForge AgentForge Public

    Multi-agent AI framework: tool-using agents, ReAct reasoning, orchestration patterns, streaming & Streamlit dashboard

    Python 1

  3. ModelForge ModelForge Public

    LLM fine-tuning pipeline: QLoRA on Mistral 7B, BLEU/ROUGE/BERTScore evaluation, LLM-as-judge & cost analysis dashboard

    Python

  4. VisionRAG VisionRAG Public

    Multimodal RAG: PDF + image ingestion, OCR, vision embeddings, hybrid retrieval & multimodal answer generation

    Python

  5. GuardianAI GuardianAI Public

    LLM safety & observability: content filtering, PII detection, token tracking, cost analytics & real-time Streamlit dashboard

    Python

  6. InterviewGPT InterviewGPT Public

    AI mock interview system: adaptive difficulty, 14 heuristic scoring functions, session management & progress analytics

    Python 1