About
I am a Data Science professional with over four years of hands-on experience in the industry. My expertise lies in a wide array of ML and DL tasks, with a particular focus on supervised techniques. Over the course of my career, I have successfully tackled challenging projects encompassing diverse domains. Now, I am enthusiastic about furthering my knowledge in the cutting-edge techniques of the field, particularly in the realm of Natural Language Processing (NLP) and model deployment
Data Scientist
I lead projects to innovate and implement efficient data models, while also guiding newer data scientists in our team.
- Phone: +91-7755058077
- City: Gurgaon, Haryana, IN
- Degree: M.Tech/B.Tech, IITK
- Email: chauhant08@gmail.com
- Github:https://github.com/AICrafter08
- Linkdin:Tushar Chauhan
I'm continuously seeking to learn new techniques and delve into state-of-the-art models, like generative AI, to enhance my skill set and contribute to innovative, impactful data solutions.
Skills
I possess a comprehensive skill set in data science and machine learning, developed through hands-on experience and continuous learning. My expertise spans from traditional machine learning techniques to advanced deep learning and generative AI models, supported by a strong foundation in data engineering and cloud platforms.
Programming & Libraries:
AI/ML:
Cloud & Big Data Platforms::
Resume
With a solid foundation in data science and an eagerness to push the boundaries of technology, my career has been a blend of continuous learning, technical innovation, and practical application. Below, my resume highlights the milestones of my professional journey, showcasing the projects I've led, the challenges I've navigated, and the contributions I've made to the field of data science. Each entry reflects my commitment to leveraging data for insightful, impactful solutions.
Sumary
Tushar Chauhan
Versatile Data Scientist with 4+ years of experience, specializing in machine learning and deep learning solutions, from concept to deployment, with a keen focus on NLP and generative AI advancements.
- Gurgaon, Haryana, IN
- +7755058077
- chauhant08@gmail.com
Education
M.Tech in Chemical Engineering
2018 - 2019
Indian Institute of Technology Kanpur, IN
Focused on advancing my expertise in chemical engineering with an emphasis on innovative research and practical applications. My thesis work concentrated on the development of sustainable processes and materials, aiming to contribute to the field with eco-friendly solutions and advancements.
B.Tech in Chemical Engineering
2014 - 2018
Indian Institute of Technology Kanpur, IN
Laid a strong foundation in chemical engineering principles, with a keen interest in process optimization and safety.
Professional Experience
Data Scientist
2022 - Present
Accenture India Private Limited, IN
- Collaborated with a 4-member team to design and implement an AI-driven product recommendation system, aiming to reduce manual effort and enhance user experience
- Analyzed sales patterns, identified top-selling products, and performed data preprocessing
- Engineered features, incorporating sales, quantity, frequency, recency, seasonality, geography, and promotion aspects for each retailer’s products
- Developed a Random Forest multi-output classifier to predict the probability of being sold in the market.
- Implemented sales pattern-based strategies and business rules tailored to meet market requirements
Data Scientist
2019 - 2022
FN Mathlogic Consulting Services Limited, IN
- Iron Ore Detection: Led a team in developing a computer vision system to identify iron ores from satellite images, employing techniques like image segmentation and transfer learning with models such as U-NET, RESNET, and MOBILENET.
- Credit Risk Scorecard: Engineered and deployed a credit risk model using XGBoost and neural networks, leveraging customer transaction data and credit histories for enhanced prediction accuracy, and optimized with hyperparameter tuning.
- Heading Identification with NLP: Designed an NLP model to structure headings in research papers, incorporating multi-input processing for text and numerical data and refining model performance with specialized feature engineering and rule-based enhancements.
Portfolio
This portfolio is a curated showcase of my journey in data science, initiated as a personal project beyond my professional endeavors. It encompasses a selection of projects and achievements that best represent my expertise in machine learning, deep learning, and particularly in NLP and generative AI technologies. Each piece within reflects my commitment to continuous learning, problem-solving, and the application of state-of-the-art techniques to drive meaningful insights and results.
