Portfolio & Selected Works
Explore production AI recruiting workflows, advanced RAG systems, semantic search, agentic AI experiments, and scalable full-stack products built around real user needs.
Flagship Work Experience
GiFTEM – AI-Powered Recruiting Platform
Enterprise AI platform helping recruiters source, analyze, shortlist, and engage candidates using semantic discovery, match analysis, skill-gap insights, and AI outreach.
4 Modes
Semantic Search
25–40%
Speed Boost
AI Voice
Outreach Auto
Curated Portfolio
Production-ready AI and full-stack systems that solve real problems and deliver measurable impact.
10
Selected Projects
5
AI & LLM Applications
3
Full Stack Systems
2+
Automation Workflows
Shuvel Digitech Private Limited • February 2025 – Present
A production-grade AI recruiting SaaS platform combining job intelligence, role-aware candidate sourcing, explainable candidate evaluation, recruiter decision support, and AI-powered outreach.
25–40%
Faster Hiring
38%
Higher Response
4
Search Modes
50K+
Profiles Processed
A multi-document RAG pipeline built with LangChain, SentenceTransformers, ChromaDB, and Groq Llama 3.1. It recursively loads PDFs, preserves source metadata, splits content into overlapping chunks, generates local embeddings, performs filtered semantic retrieval, and produces context-grounded answers with page references and supporting evidence.
Multi-document question-answering application using LangChain document loaders, recursive text chunking, SentenceTransformer embeddings, FAISS semantic retrieval, Groq-hosted Llama models, and an interactive Streamlit interface.
A structure-aware RAG pipeline that converts PDF documents into hierarchical trees, identifies relevant sections through LLM-based node selection, and generates grounded answers with section titles and page references using Groq Llama 3.1 and LangChain.
GiFTEM — Shuvel Digitech • 2026
An AI-powered recruiting intelligence workflow that transforms unstructured job descriptions into recruiter-ready sourcing strategies, Boolean search logic, candidate profiles, and outreach guidance.
GiFTEM — Shuvel Digitech • 2025 – 2026
An AI-powered sourcing experience that transforms a selected job into an automated candidate discovery and recruiter review workflow.
GiFTEM — Shuvel Digitech • 2025 – 2026
An AI-powered executive hiring intelligence layer that helps recruiters and hiring teams assess senior leadership candidates using role context, candidate evidence, executive fit signals, risk analysis, and recruiter-ready decision guidance.
GiFTEM — Shuvel Digitech • 2025 – 2026
An AI-powered recruiting intelligence experience that helps recruiters understand a job, explore its hiring context, and make more informed sourcing decisions.
GiFTEM — Shuvel Digitech • 2025 – 2026
An AI-powered market research experience that helps recruiters understand the hiring landscape for a selected job using current publicly available information.
GiFTEM — Shuvel Digitech • 2025 – 2026
An AI-assisted candidate evaluation experience that helps recruiters understand candidate suitability, strengths, skill gaps, risks, and areas requiring further validation.
I'm open to AI engineering, full-stack AI, and applied GenAI opportunities and collaborations.
