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You will get large scale vector search engine for closest matches in millions of records

Ankur K.Status: Offline
Ankur K.
Preview image

Let a pro handle the details

Buy Other AI & Machine Learning services from Ankur, priced and ready to go.
Ankur K.Status: Offline
Ankur K.
Preview image

Let a pro handle the details

Buy Other AI & Machine Learning services from Ankur, priced and ready to go.

Project details

If your vector search operation in millions of records is taking longer than you expected and you want to optimize the performance of your search system then you have come to the right place.

Based on your database of vectors following steps will be taken to optimize your search operation:
Step 1: FAISS Index will be created based on the database of records
Step 2: Search the query and retrieve k nearest neighbors

For those who want to build an advanced NLP search engine to search in text documents, Following steps will be taken:
Step 1: Pre-process text documents
Step 2: Convert text documents into vectors based text embeddings like word2vec, GLoVe etc.
Step 3: Load the vectors and build FAISS index
Step 4: Search the query and retrieve the best match in miliseconds
AI Development Type
Knowledge Representation, Recommendation System
AI Development Language
Python
What's included
Service Tiers Starter
$200
Standard
$350
Advanced
$500
Delivery Time 2 days 4 days 6 days
Number of Revisions
135
AI Model Integration
Detailed Code Comments
Knowledge Graph
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Model Documentation
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Ontology
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Source Code
Taxonomy
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Optional add-ons You can add these on the next page.
Fast Delivery
+$50 - $150
Additional Revision
+$50
Ankur K.Status: Offline

About Ankur

Ankur K.Status: Offline
Data Scientist || Machine Learning Engineer || NLP Expert
Gurgaon, India - 5:02 am local time
I offer 3.5+ years of professional experience with a passion to solve real-world business problems using latest state of the art AI algorithms. I am having professional experience in training and deploying machine learning and deep learning models.

I have worked and completed projects related to:

• Text Classification
• Named Entity Recognition
• Sentiment Analysis using BERT embeddings
• FAQ-based ChatBot using SBERT
• Flow based ChatBot using RASA
• Loan Default Prediction using LGBM
• EMI Default Prediction
• Knowledge Graph based Chatbot
• OCR
• Object Detection (Yolov5 ... v8) and Image Classification (ResNet50, EfficientNet etc.)
• Document Question Answering using PrivateGPT
• Fine tuning Stable Diffusion using LoRa and DreamBooth

I use Python programming language to solve machine learning problems.

Python tools and libraries I am having hands-on experience:

• Pandas, Matplotlib, Seaborn, Plotly, Scikit-learn, Spacy, Gensim, NLTK, Pytesseract, Paddle,
face_recognition, OpenCV, Huggingface, Transformers, PySpark
• Tensorflow, Keras, Pytorch
• Flask, Streamlit
• AWS, Azure, GCP

Demo Projects: github.com/theankurai/

Steps for completing your project

After purchasing the project, send requirements so Ankur can start the project.

Delivery time starts when Ankur receives requirements from you.

Ankur works on your project following the steps below.

Revisions may occur after the delivery date.

Once I have received the requirements, I will start working on the project.

Review the work, release payment, and leave feedback to Ankur.