Ansari Data Solutions
Selected work

What we have built,described honestly.

No invented clients and no borrowed case studies. Two engineering projects built by our founder, and annotation delivery experience gathered by the team before this company was formed.

Selected AI work

Systems we have builtand data we have shipped

Work described honestly: two engineering projects built by our founder, and annotation delivery experience gathered by the team before Ansari Data Solutions was formed.

Project 01

AI Sales Chatbot

A retrieval-augmented assistant that answers product and sales questions from a company's own documents instead of general model knowledge.

Built as individual engineering work by our founder.

  • RAG
  • LLMs
  • SQLite
  • Pinecone
  • Python
  • FastAPI

Flow

  1. 01Documents
  2. 02Embeddings
  3. 03Vector search
  4. 04LLM
  5. 05Response
Project 02

Invoice Pipeline & Dashboard

An invoice processing pipeline that validates structured invoice data, flags duplicates and surfaces vendor analytics with a reviewable audit trail.

Built as individual engineering work by our founder.

  • Python
  • Streamlit

Flow

  1. 01Invoice JSON
  2. 02Validation
  3. 03Duplicate detection
  4. 04Vendor analytics
  5. 05Audit trail
Project 03

AI Data Annotation & 3D / LiDAR

Multimodal annotation and QA delivery across images, video and point clouds — label schema design, review layers and production dataset handover.

Team experience gathered prior to the formation of Ansari Data Solutions.

  • Computer Vision
  • 3D / LiDAR
  • OCR
  • NLP
  • Audio

Flow

  1. 01Images · Video · Point clouds
  2. 02Annotation
  3. 03QA
  4. 04Production dataset
Demonstration

See data becomeintelligence

One source frame, four output states. Switch between raw footage, 2D annotation, segmentation masks and 3D cuboids, filter what you want to look at, and inspect a single detection. This is a demonstration built for this page — not client work or real detection results.

2D boxes, class and confidence

keys 1-4 · ← → switch views · esc clears selection

Illustrative street camera frame used for the annotation demonstration
frame 01042 · 1600×1008 · Annotated
demonstration only
Classes

0.0% · 3 of 3 detections shown

Detection output

Values shown are illustrative. Real projects define their own classes, confidence thresholds and acceptance criteria before annotation begins.

Inspector

PERSON · T-014

confidence
98.7%
box px
392, 116, 80, 226
3d centre
-3.1, 0.85, 18.4 m
3d size
0.55 × 0.62 × 1.72 m
yaw
174°
mask
26 vertices

Ready to turn your datainto AI-ready intelligence?

Tell us what you're building. We'll help you design the data workflow behind it.

iamayyubansari@gmail.com