🌟 About Me
I specialize in crafting intelligent systems using modern AI techniques. My work spans enterprise-grade LLM applications, Retrieval-Augmented Generation (RAG), agentic workflows, vector search, and scalable backend APIs.
- 🔭 Independent Consulting AI Engineer solving AI problems for enterprise clients
- 🧱 Strong full-stack background: FastAPI, Spring Boot, React
- 📚 Research interests: RAG architectures, multi-agent collaboration, KG-RAG
- 📫 Email: [email protected]
- 🌐 Website: https://adityamahakali.vercel.app
🔐 Featured Open Source
Veridex
A modular, probabilistic, and research-grounded AI content detection library.
Veridex is a production-ready library for detecting AI-generated content across multiple modalities: text, image, and audio. Unlike binary classifiers, Veridex provides probabilistic detection with confidence estimates and interpretable signals.
🔗 GitHub: https://github.com/ADITYAMAHAKALI/veridex
📘 Docs: https://adityamahakali.github.io/veridex/
🚀 Experience
Independent Consulting AI Engineer
Independent
April 2026 – Present
- Building custom AI solutions, RAG systems, and agentic workflows for enterprise clients.
AI Engineer
IBM : Bangalore
August 2023 – April 2026
- Delivered full-stack Generative AI MVPs using Watsonx for 12+ enterprise clients
- Architected LLM-powered assistants, summarizers, and agentic systems
- Built internal tools like OnePagerPro and a Code Vulnerability Scanner
- Contributed to research on RAG, KG-RAG, and multi-agent workflows
Software Development Intern
Hughes Systique Corporation : Gurugram
Jan 2023 – Aug 2023
- Built LLM PoCs over private data using Milvus, Chroma, and LangChain
- Delivered a Spring Boot + React + Docker application for production use
🚀 Selected Projects
- 🧠 ElasticSQL : Semantic + SQL RAG with query classification and reranking
- 💬 Virtual Banking Assistant : Conversational RAG using Watsonx + React
- 🛒 Retail NL2SQL Assistant : Disambiguation-aware text-to-SQL system
- 🧾 FDA Product Summarizer : Search + summarization using watsonx.ai
- 📄 DocGen & KG-RAG : Ontology extraction and document generation (Neo4j)
- 🧑⚕️ MedBot (HyDe) : Hypothetical document embeddings for QA
- 📰 Daily Paper Summarizer : Agent-based academic summarization (Gemini)
➡️ https://github.com/ADITYAMAHAKALI?tab=repositories
🧠 Skills & Expertise
AI / ML
Backend & Systems
Data & Search
🎓 Education
MCA, Computer Science
Jawaharlal Nehru University (2021–2023) : 7.65/9
BSc, Computer Science
Central University of Rajasthan (2018–2021) : 7.74/10
Exams Cleared
GATE CS (2023) • UGC-NET CS (2023) • IIT JAM Math (2021) • JNUEE (2021)
📑 Publications
SEARCHD: Advanced Retrieval with Text Generation Using LLMs and Cross-Encoder Re-ranking
IEEE : October 23, 2024
▶️ RAG evaluation across accuracy, faithfulness, and relevance
Read Publication
📫 Contact
Code with purpose. Engineer with empathy. Build with impact.
© 2026 Aditya Mahakali
