Data Engineer

LOKESH SURENDRA JAIN

Buffalo, NY +1-716-***-**** ********@*******.*** LinkedIn

EDUCATION

Master of Science: Data Science, University at Buffalo, The State University of New York, January 2024 Coursework: Computer Vision & Image Processing, Statistical Learning, Numerical Mathematics for Data Scientists, Probability, Data Modelling and Query Languages, Python. Bachelor of Technology: Computer Engineering, Bharati Vidyapeeth College of Engineering, June 2020 Coursework: Database Management Systems, Big Data Analytics and Architecture, Artificial Intelligence & Robotics, Machine Learning, Data Mining.

EXPERIENCE

Graduate Research Assistant, University at Buffalo, Buffalo, NY: June 2023 - Present

• Collaborated with colleagues to implement a sophisticated deep learning model leveraging TensorFlow to accurately identify mythological characters, trees, and animals within painted narrative scrolls of Bengal images, achieving an impressive 85% accuracy.

• Leveraged OpenCV and scikit-learn to extract and preprocess features from 153 painted narrative scrolls of images, conveying complex technical information to collaborators for efficient project execution.

• Demonstrated initiative by applying hyperparameter tuning and multiple data augmentation techniques, enhancing model's performance and accuracy.

Software Developer, Visionindia Software Exports Limited, Pune, Maharashtra: December 2020 - August 2022

• Coded modern, scalable, user-friendly applications with Java, MySQL, Angular, and Spring Boot.

• Built strong client relationships through open communication and collaborative design, exceeding expectations, and delivering projects flawlessly through leadership, teamwork, and managing SLA.

• Implemented RESTful APIs to serve data to Angular front ends, enabling dynamic and responsive user experiences.

• Engaged in code reviews, daily standups, and production deployments.

• Mentored a group of 3 new developers, accelerating learning through code reviews, joint problem-solving, and interactive tutorials, leading to increased confidence and skills. SKILLS

Programming Languages and Libraries: Python, R, Java, C++, MySQL, Postgres, Angular, MATLAB, NumPy, Pandas, Matplotlib, PyTorch, Keras.

Database: PostgreSQL, SQLite, MySQL.

Tools: Visual Studio Code, Tableau, Jupyter Notebook, Git, Postman, Eclipse, Android Studio, pgAdmin. Other Skills: Machine Learning, ETL, EDA, Agile Methodology, Data modeling, Collaborative Problem-Solving, Teamwork and Adaptability.

PROJECT

Satellite Image Dehazing: Python, PyTorch, OpenCV, TensorFlow, NumPy, Matplotlib

• Crafted an AOD-Net image dehazing model achieving PSNR 18 and SSIM 0.6 on a 1000-image dataset.

• Led team to develop a Python/OpenCV real-time image dehazing app, reducing average processing time from ~10s to

~4s per image.

• Fine-tuned hyperparameters of an existing image dehazing model, increasing PSNR by 20% and SSIM by 0.1 on a test set of 500 images.

Gender Recognition by Voice: Python, Tensorflow, Numpy, Pandas

• Built a neural network-based model for gender identification from audio signals, accomplishing 93% accuracy on a test set of 3,168 voice samples.

Soil Analyser: Python, Java, Android, MySQL

• Led design and development of an IoT device providing predictive soil reports to farmers by measuring pH levels and analyzing various environmental parameters. Achieved 89% success rate delivering accurate, actionable insights. PUBLICATIONS

• Embedded Model for predicting Quality of Soil DSNCR 2020.

• An Efficient Novel for Soil Fertility Evaluation Springer Nature.

• Impact of COVID-19 on Indian Economy IJRASET29247.

Contact this candidate