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Aman Kumar

AI/ML Engineer | Generative AI • RAG • LangGraph • Agentic AI | Python | LLMs| Building AI Applications

Greater Delhi Area

1+ year of work experience

ACTS-EDC
Dec 20242 yrsPresent

Delhi, India

• Contributed to web development initiatives and technical activities as part of the organization. • Collaborated with team members to plan and execute technical events, workshops, and student-focused activities. • Worked across technical and organizational responsibilities while developing practical skills in web development, teamwork, and communication.
Jul 20263 moOct 2026

Bangalore

Aman’s AI Stack

antigravity
antigravity
claude code
claude code
claude
claude
codex
codex
gemini
gemini
grok
grok

Education

Guru Gobind Singh Indraprastha University (GGSIPU), Delhi

Bachelor of Technology - BTech, CSE(IoT)

Guru Gobind Singh Indraprastha University (GGSIPU), Delhi

20234 yrs2027

Intermediate

Tagore Shiksha Niketan

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Headline

AI/ML Engineer | Generative AI • RAG • LangGraph • Agentic AI | Python | LLMs| Building AI Applications

About

I build AI systems that turn real-world problems into working software. I'm a B.Tech student at Guru Gobind Singh Indraprastha University focused on Machine Learning, Generative AI, LLM applications, and Agentic AI. My work has moved beyond basic ML notebooks into end-to-end AI systems — from data and model development to retrieval, orchestration, APIs, automation, testing, and deployment. Some of the systems I've built include: • Contract Intelligence Platform — a hybrid RAG system combining BM25 + vector retrieval, cross-encoder reranking, citation enforcement, and evaluation pipelines. • Incident Response Agent — a LangGraph-based workflow for structured AI-assisted incident analysis. • Intent-to-Action Shopping Agent — a multi-agent workflow using LangGraph, FastAPI, Appium, and local LLMs to understand shopping intent, retrieve products, rank options, and prepare orders. • Disease Outbreak Early Warning System — a machine learning system that achieved 90%+ outbreak recall during model evaluation. • AI Image Detector — a computer vision system built with EfficientNetB0 and evaluated on the CIFAKE dataset, achieving 87.40% test accuracy and 0.9645 AUC. My core tools include Python, Scikit-learn, PyTorch, TensorFlow, Pandas, NumPy, LangChain, LangGraph, RAG, LLMs, FastAPI, Streamlit, OpenCV, FAISS, ChromaDB and SQL. What I enjoy most is taking an idea from "Can this be built?" to a tested, working AI application. I'm currently looking for opportunities in AI/ML, Generative AI, LLM applications, and AI Engineering where I can contribute to real products and learn from strong engineering teams. If you're building something interesting in AI or hiring for an AI/ML opportunity, feel free to connect.

Location

Greater Delhi Area

AI stack

antigravity

claude code

claude

codex

gemini

grok

Work experience

Web Development Executive at ACTS-EDC, Dec 2024 - Present · 2 yrs, Delhi, India, • Contributed to web development initiatives and technical activities as part of the organization. • Collaborated with team members to plan and execute technical events, workshops, and student-focused activities. • Worked across technical and organizational responsibilities while developing practical skills in web development, teamwork, and communication.

Agentic AI Intern at Quasys AI, Jul 2026 - Oct 2026 · 3 mo, Bangalore

Education

Bachelor of Technology - BTech, CSE(IoT), Guru Gobind Singh Indraprastha University (GGSIPU), Delhi

Intermediate, Tagore Shiksha Niketan

Public links

github: https://github.com/Aman855180

Aman Kumar - Web Development Executive in Greater Delhi Area | Tal