Summary
Overview
Work History
Education
Skills
Certification
Training
Accomplishments
Affiliations
Languages
Projects
Timeline
Generic

Sagar Khode

Chandrapur

Summary

A well Qualified Computer Engineer, did Diploma(Polytechnic) in Computer Engineering from MSBTE and Bachelor in Computer Engineering from SPPU University. Strategic Data Scientist versed in distilling and analyzing large data sets. Develops and delivers presentations detailing data findings. Articulate and collaborative with expertise in algorithm design and data collection..Done Internship and Training in Machine Learning and Deep Learning domains. And also have good knowledge in EDA, Probability, Statistics and Linear Algebra, and other Mathematical concepts. Hands on NLP tasks, Data Preprocessing on different type of data (Text, Audio, Image, Video), Model Building and Deployment on various Cloud Services and Locally, Have Knowledge of Data Mining. Hands on Apache Solar, MongoDB, Postman, MYSQL.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Data Scientist

RecruitmentSmart Pvt Ltd.
Ahmedabad
06.2022 - 04.2024
  • Worked in AI Development Team as Data Scientist
  • Create On-Boarding of new Client's with all required configuration's
  • Perform Daily Support activities to solve various client issue's and their generated ticket's
  • Do Enhancement on various core of recommendations, generate new code to make activities in automated way. So, that it removes manual task of individual
  • Extraction of essential data from raw text data, making data significant.
  • Perform all other activities like Data Creation(Scrapping), Data Preprocessing, Data Handling, Data Tagging, and other crucial tasks, Predictive Model building.
  • Solar Search operations/ Solar Queries operations, MongoDB data fetching from organization Database
  • Report automation for entire data available in MySQL Database and Crontab(mail triggering on event occurence) operations (Combination of MySQL queries and Python).

Technical Apprentice Trainee

AppliedAI
Hyderabad
08.2020 - 04.2022
  • Build project based on discriminative approaches such as Linear Regression, Logistics Regression , SVM (kernel based), Ensemble techniques (Bagging and Boosting) and various other Machine Learning algorithms.
  • Problem statement(real world queries) solved using Advanced NLP techniques (RNN-LSTM, BERT, Transformers).
  • Collected knowledge of ML and DL algorithms geometrically and mathematically.
  • Worked on different type of dataset like text, image, audio and video.
  • Built various ML algorithms from scratch to get deep intuition behind working principals of algorithm.
  • Conducted research into emerging technologies as well as industry trends and best practices.
  • Build flask API ,Streamlit applications, Deployed project/model over cloud platforms like GCP, Heroku, EC2 Web instances etc.

Education

Bachelor of Computer Engineering -

Sinhagad Institute of Technology
05.2021

Diploma in Computer Engineering -

Polytechnic
05.2017

Skills

  • Python Programming
  • Mysql
  • Linear algebra
  • Data screening
  • Postman
  • Swagger
  • Database Management
  • Machine Learning
  • Statistical Analysis
  • Deep Learning
  • Convolutional Neural Network (CNN)
  • Advance NLP Techniques(RNN-LSTM, Encoder-decoder sequence-to-sequence, Transformer, Bert)
  • Generative AI (LLM's, Langchain, Prompting, Prompt templates, ChatGPT), Vectorization techniques such as PineCone, CassandraDB(AstraDB), ChromaDB
  • Rule-based NLP and Statistical NLP
  • Huggingface models (pre-trained models), Huggingface spaces(cloud deployment)
  • Cloud Services Coding and Deployments
  • Heroku
  • Google Cloud Platform

Certification

  • Takenmind Global Internship 2020, https://internship.takenmind.com/storage/certificates/35180-SagarKhode.pdf, https://internship.takenmind.com/storage/certificates/35180-SagarKhode-recommendation-letter.pdf
  • INTERNSHALA Data Science Training 2020, https://trainings.internshala.com/verify_certificate, 5D0E5141-60FD-35B4-20FA-83AD039FF4B3
  • AppliedAI Machine Learning and Deep Learning Course 2021, https://www.appliedaicourse.com/certificate/93b951fcfd
  • Sinhagad Institute of Technology | HonoursCourse 2021, https://drive.google.com/file/d/12zUAhrZ39kP1xTk4T08yS8AN4dskzArC/view?usp=sharing

Training

INTERNSHALA Training, 06/28/2020, 08/09/2020, Chandrapur, Maharashtra, Here, provided dataset based on classification and regression., And ask questions, after completing task answer has to be submitted and they evaluate and give feedback., It was very informative training. Because, the Dataset which they provided was not limited to one type of problem., There Problem statement was based on ML and DL.

Accomplishments

  • Build and deployed various ML, DL and GenerativeAI projects(Huggingface Spaces).
  • Won Vidya Analytics JobAthon competition.

Affiliations

  • Reading
  • Hiking
  • Playing musical instruments
  • Volunteering
  • Photography
  • Traveling

Languages

Hindi
First Language
English
Proficient (C2)
C2

Projects

  • Smart Skin Disease Detection System Using Deep Learning.
  • Career Guidance Engine (Using Machine Learning and Deep Learning).
  • Audio Classification using Deep Learning.
  • Build AI Medical ChatBot using LLAMA2.
  • MCQ Generator using LLMs.
  • Blog Generation using LLAMA2.
  • Multi-language Invoice Extractor using Gemini Pro

Timeline

Data Scientist

RecruitmentSmart Pvt Ltd.
06.2022 - 04.2024

Technical Apprentice Trainee

AppliedAI
08.2020 - 04.2022

Bachelor of Computer Engineering -

Sinhagad Institute of Technology

Diploma in Computer Engineering -

Polytechnic
Sagar Khode