EXPERIENCE

WORK

Artificial Intelligence ENGINEER

MAY 2023 - PRESENT

RALEIGH, NC

Employed ensemble learning, Bayesian Model Averaging [BSA] and natural language processing [NLP] algorithms to marketing analytics / CRM, enhancing customer engagement by 20% through personalized recommendations and dynamic content generation.
Utilized collaborative filtering & propensity modeling methodologies from Salesforce Data Cloud to tailor marketing campaigns akin to a snowflake, achieving a 30% increase in effectiveness by targeting high-value customer segments with precision.

JUN 2022 - APR 2023

ATLANTA, GA

Developed multi-person pose estimation [MPPE] system using TensorFlow's Lightening MoveNet model, achieving 98% accuracy.
Proposed supervised learning techniques for tracking cognitive impaired patients, resulting in 30% improvement in early detection.
Used same data to further optimize treatment strategies, leading to a 68% improvement in treatment efficacy and better patient outcomes. Achieved 37% increase in coverage by extending system's functionality for tracking across multiple cameras.

JAN 2022 - MAY 2022

ATLANTA, GA

Utilized Convex Optimization technique to strategically place Raspberry Pi units for an overall reduction in blind spots by 75%.
Applied Particle Swarm Optimization [PSO] algorithm to minimize unit quantity by 30%, reducing overall project costs.
Implemented Support Vector Machines [SVM] in conjunction with Convolutional Neural Networks [CNNs] to bolster data collection efficiency by 50%. Successfully met project objectives of augmenting coverage while realizing a cost savings of $50,000.

AUG 2021 - DEC 2021

ATLANTA, GA

Designed Web-App, with frontend in React.js and backend in Python incl. AI APIs, to visualize live data from sensors and data loggers and their forecasts in form of Graphs [Audio, Illuminance, and Temperature], Tables [Sensors’ Infographics], Visuals [Stick Figures on people using Computer Vision algorithms], Heatmap [Population Density], and Speech-Arrays [Person identification].
Crafted two additional dashboards in MATLAB to record, analyze, and visualize data for future experimentation and prediction.

JAN 2020 - JUL 2021

SURAT, GJ, INDIA

Designed one-liner trick questions to enrich student engagement and promote deeper understanding of Objective-C and C++.
Integrated real-world programming challenges and gamification elements into lectures, boosting students’ exam scores by 20%.
Implemented personalized coding exercises tailored to individual student skill levels, fostering supportive learning environment and facilitating mastery of complex programming concepts.

JUN 2020 - AUG 2021

SURAT, GJ, INDIA

Engineered a UV-C (Type C Ultraviolet light) sanitizing panel utilizing cutting-edge photonics technology to effectively sanitize hard-to-reach areas including hair, within clothing, and closed joints, surpassing limitations of traditional liquid spray methods.
Eliminated issues associated with liquid sanitizers such as foul odors and sticky residue, ensuring a seamless sanitization experience.
Implemented refill-free design, enhancing efficiency in sanitization protocols for all environments during COVID-19 pandemic & beyond.

JAN 2018 - DEC 2019

SURAT, GJ, INDIA

Designed a software-based prototype for an autonomous flight system with auto-assembling capabilities, integrating real-time monitoring and dynamic part merging algorithms.
Developed predictive maintenance algorithms to enable seamless part replacement and assembly in response to fuel depletion or damage, ensuring continuous operation without manual intervention.