Summary
Overview
Work History
Education
Skills
Websites
Certification
Extracurricular Engagements
Personal Projects
Languages
Soft Skills
Timeline
Generic

Sanskriti Tiwari

Indore

Summary

Detail-oriented, organized and meticulous employee. Works at fast pace to meet tight deadlines. Enthusiastic team player ready to contribute to company success.

Overview

5
5
years of professional experience
1
1
Certification

Work History

Senior Software Engineer

Beyond Key Systems Pvt. Ltd.
07.2021 - Current
  • Developed a custom OCR system for digital form recognition, including data labeling, model training using TensorFlow, and deployment for production use.
  • Designed and implemented an SIC code recommendation software leveraging Natural Language Processing (NLP) techniques to improve accuracy and efficiency.
  • Developed and maintained a complex web application using Django, ensuring high performance, scalability, and security.
  • Created advanced image preprocessing software for skew correction, background removal, and orientation correction, enhancing image quality and data accuracy.
  • Delivered a Large Language Model (LLM)-powered chat-bot solution utilizing Retrieval-Augmented Generation (RAG), significantly improving user interaction and satisfaction.
  • Conceptualized and executed multiple Proofs of Concept (POCs) involving LLMs, which successfully transitioned into full-scale projects, demonstrating innovative application of AI technologies.
  • Evaluated emerging trends in artificial intelligence research, incorporating new techniques into the development process where appropriate.

Intern- Data Analyst

CSB Pvt. Ltd.
02.2021 - 04.2021
  • Advanced sales research by compiling data, updating excel spreadsheet and producing timely report
  • Conducted data analysis on YouTube to assist with promotional campaigns
  • Analyzed social media data and developed strategies for Twitter, Instagram and Facebook
  • Collected data from diverse sources using data mining techniques.

Intern- Data Science

Allsoft Solutions Services Pvt. Ltd.
06.2020 - 08.2020
  • Applied statistical and algebraic techniques to interpret key points and insights from gathered data
  • Used machine learning algorithms to analyze and solve complex business problems
  • Performed data preparation to maintain data integrity during extraction, manipulation and processing.

Trainee- Data Analysis and Machine learning

Technex
06.2019 - 07.2019
  • Hands-on experience on different Machine learning models and their implementation in the real world such as Home price prediction, probability of clicking ad on the partner website, etc.
  • Learned to use Tableau and processed large size data using Tableau.

Education

Bachelor's of Technology (Computer Science) -

Shri Vaishnav Vidyapeeth Vishwavidyalaya

Skills

  • Programming Languages: Python
  • Cloud Platforms: Microsoft Azure
  • Machine Learning: Transfer Learning, Natural Language Processing, Computer Vision
  • Frameworks: Python Django
  • Methodologies: Agile Methodology
  • Data Science: Data Science Techniques and Tools
  • Operating Systems: Windows, Ubuntu

Certification

  • IBM Data Science Specialization (Coursera)
  • Machine Learning By Andrew Ng (Coursera)
  • AI-900 Azure AI Fundamentals (Microsoft)

Extracurricular Engagements

  • Active Professional Table Tennis Player
  • Delivered a session at Microsoft M365 Tech Community, Indore, covering key aspects of Generative AI and RAG.

Personal Projects

  • Aircraft Trajectory Prediction: This project was done under guidance of DRDO which proposed an Air Defense System that clustered enemy aircraft into UAVs, helicopter and fighter jets, and also built trajectory for missile to hit the target
  • Hate Tweet Classifier: Built a classifier which pulled real-time tweets from Twitter and classified them into different categories

Languages

English
Bilingual or Proficient (C2)
Hindi
Bilingual or Proficient (C2)
German
Beginner (A1)

Soft Skills

  • Exceptional Listening and Communication skills
  • Strong problem-solving and analytical thinking
  • Adaptability and willingness to learn new technologies
  • Strong work ethic and reliability
  • Customer-focused approach and empathy
  • Excellent collaboration and teamwork

Timeline

Senior Software Engineer

Beyond Key Systems Pvt. Ltd.
07.2021 - Current

Intern- Data Analyst

CSB Pvt. Ltd.
02.2021 - 04.2021

Intern- Data Science

Allsoft Solutions Services Pvt. Ltd.
06.2020 - 08.2020

Trainee- Data Analysis and Machine learning

Technex
06.2019 - 07.2019

Bachelor's of Technology (Computer Science) -

Shri Vaishnav Vidyapeeth Vishwavidyalaya

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Sanskriti Tiwari