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Anuj Khot

@anujkhot

Data Scientist at ILink Digital

Mumbai, India

iLink DigitalMaharashtra Institute of Technology

Anuj Khot is an experienced Data Scientist skilled in leveraging advanced technologies like LLMs, Gen AI, and FastAPI. He has a proven track record of designing and deploying solutions, including chatbots and Q&A systems, using frameworks like Langchain and Azure. His expertise spans data visualization with Power BI, time series forecasting, and developing CNN models for image recognition.

Experience

Data Scientist

iLink Digital

Sep 2021 - PresentPune

Designed and implemented a Chatbot using Langchain framework powered by LLM and OPENAI GPT 3.5 Model to enhance proactive customer interaction and lead generation for the marketing team. Utilized FastAPI for efficient response streaming, Deployed it on Azure cloud using Azure Web App and storing conversation history in Azure DB. Developed and Deployed a Q&A system over structured data for a finance client using SQLDatabaseChain and SQL Agents to retrieve results from the database, presenting them in two formats: a. Data interpretation insights b. Visuals(Charts). Developed and executed customer segmentation strategy using RFM analysis and BG/NBD model, resulting in identification of 5 distinct customer segments with varying purchase behaviors. Built Power BI dashboards to visualize core business KPIs (weekly revenue, sales, profit) and generate insights which increased efficiency by 50%. Created Time Series Forecasting models such as ARIMA and XGBoost for forecasting sales. Scrubbed, processed and analyzed large-scale datasets of upto 2000 Mb from multiple sources, leveraging pandas and numpy techniques to identify data trends, discover patterns and draw conclusions.

Data Scientist Intern

Crysagi Systems

Feb 2020 - May 2020Pune

Worked on developing a CNN model to detect and compare ideal stances to stances being played by a badminton player, resulting in improved accuracy of 90%, reduced false positives by 40% and increased the speed of detection by 60%.

Education

Maharashtra Institute of Technology

B.TECH IN COMPUTER SCIENCE

Computer Science

Jul 2017 - May 2021Grade: CGPA – 7.89

Licenses & Certifications

Microsoft Azure Data Fundamentals DP-900

Microsoft Azure

• No expiration

Microsoft Azure Fundamentals AZ-900

Microsoft Azure

• No expiration

Skills

Python
FastAPI
SQL
Microsoft Azure
Langchain
Microsoft Power BI
Large Language Models (LLM)
Gen AI
Machine Learning
Azure App service
pandas
numpy
DAX
Time Series Forecasting
CNN
RFM analysis