Indian Institute of Information Technology (IIIT), Raichur
Strong foundation in AI, Machine Learning, and Computer Science fundamentals. Passionate about applying cutting-edge deep learning concepts to solve complex real-world problems.
Open to new opportunities
Hi, my name is
Mandeep Singh.
I am an
I build intelligent, scalable systems. Experienced in architecting multimodal AI platforms, compliance automation pipelines, and cross-platform applications.
Python
AI Systems
LangGraph
Cloud Native
mandeep@portfolio:~
focus: "intelligent systems"
stack: ["AI", "Cloud", "Mobile"]
status: "building"
01 / Foundation
About Me
02 / Trajectory
Experience
Core Member, DeepLabs
Contributing to AI/ML research and development of intelligent systems within the institute's deep learning research group. Collaborating on high-impact projects spanning Large Language Models (LLMs), computer vision, and applied machine learning methodologies.
Case Studies
Featured Projects
Production-grade AI platforms with real metrics. Click any project card below to explore the architecture, implementation, and results.
Multimodal industrial AI using Graph RAG (LangGraph + HuggingFace) to process sensor telemetry, machinery images, and maintenance logs for automated fault detection. Deployed on AWS EKS with CI/CD.
LangGraph
Graph RAG
HuggingFace
FastAPI
OpenCV
PostgreSQL
Docker
AWS EKS
230 msAvg. Inference
38%Fault Reduction
90%F1-Score
EKSDeployment
4-agent compliance automation platform detecting GDPR/SOC-2/ISO-27001/SEC gaps from regulatory PDFs, board audio (Whisper ASR), and audit tables. Hybrid RAG with dense + BM25 + reranking.
LangGraph
LlamaIndex
Whisper ASR
pgvector
HuggingFace
Celery
GCP Cloud Run
0.87Gap Detection F1
0.91RAGAS Faithfulness
96.4%Routing Accuracy
4AI Agents
Cross-platform AI fitness app (Android & iOS) using Flutter with ML Kit on-device pose estimation achieving ~97% rep-counting accuracy across 8 exercise types. TDD with 91% test coverage.
Flutter
ML Kit
Pose Estimation
FastAPI
Firebase
AES-256
Docker
97%Rep Accuracy
91%Test Coverage
140 msAPI Response
8Exercise Types
04 / Toolkit
Technical Skills
Core engineering competencies spanning AI platforms, full-stack cloud services, mobile applications, and database architectures.
Languages
7 Skills
C / C++
Python
JavaScript (ES6+)
TypeScript
Java
Dart
SQL
AI & Machine Learning
6 Skills
Gemini API
LangChain
LangGraph
HuggingFace
Graph RAG
Prompt Engineering
Backend & Cloud
6 Skills
Node.js
FastAPI
Flask
RESTful APIs
Spring Boot
Firebase
Frontend & Mobile
5 Skills
React.js
Next.js
Flutter
Tailwind CSS
Redux
Databases
5 Skills
PostgreSQL
MySQL
MongoDB
Firestore
Query Optimization
Dev Practices
6 Skills
System Design
Docker
CI/CD
Git / GitHub
Microservices
Agile / Scrum
05 / Signal
Achievements
130
LeetCode Problems Solved
(Rating: 1500)
View Profile
(Rating: 1500)
1220
Codeforces Current Rating
(Competitive Programming)
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(Competitive Programming)
06 / Start a conversation
Get In Touch
Currently looking for new opportunities. Whether you have a question or just want to say hi, my inbox is always open!
mandeep15686@gmail.com+91 9343667178