AI/ML Research Engineer • MLOps & Cloud Systems • Building scalable ML from research to production
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Assessing your cultural and operational fit
SR-ARRALM
March 30, 2025 – August 2, 2025
Structured Relevance Assessment for Robust Retrieval-Augmented Language Models
View ProjectCNN-Model-and-Backend
April 17, 2023 – April 17, 2023
CNN-Model-and-Backend — GitHub repository
View ProjectObject-Detection-Using-Faster-R-CNN
January 17, 2023 – January 17, 2023
Object-Detection-Using-Faster-R-CNN — GitHub repository
View ProjectVision-Sehyog
December 15, 2022 – September 6, 2023
An A.I. aid application for visual impaired.
View ProjectHand-Poses
September 21, 2022 – July 20, 2023
Real-time hand pose estimation and gesture classification built on Jetson Nano
View ProjectShip-Detection-System
August 13, 2022 – August 13, 2022
A software is required to use the already available library of ships and quickly identify the same visible on the periscope thereby saving a lot of time of the periscope watch-keeper.
View ProjectDrowsiness-Detection-and-Alert-System
January 29, 2022 – January 29, 2022
A countless number of people drive on the highway day and night. Taxi drivers, bus drivers, truck drivers and people traveling long-distance suffer from lack of sleep. Due to which it becomes very dangerous to drive when feeling sleepy. The majority of accidents happen due to the drowsiness of the driver. So, to prevent these accidents we will build a system using Python, OpenCV, and Keras which will alert the driver when he feels sleepy.
View ProjectQR-Code-Generator-and-Reader
January 10, 2022 – January 11, 2022
QR code is a machine-readable barcode designed in two-dimensional pixelated form. The QR code can be used to store a range of data. QR in QR code is abbreviated for Quick Response. QR code was invented in the year 1994 by Masahiro Hara, a Japanese engineer from Automobile Manufacturer Denso Wave, in order to track the movement of car parts. The popularity of the QR code has increased in the later 2010s with improvement in optical proficiencies of Mobile Phones and their extensive acceptance. At the moment, QR codes are being utilized for a wide range of applications such as making online payments, checking hotel menus, sharing Wi-Fi passwords, obtaining cost and other information of products, and a lot more. QR codes have become so famous that now every new smartphone comes with a built-in QR code reader. We created a program to generate and read a QR code using the Python programming language.
View ProjectCultural Fit Analysis
The candidate's project portfolio indicates a strong interest in AI/ML, aligning with the target role of AI/ML Research Engineer. The diversity of AI/ML projects (NLP, computer vision, general AI) suggests a broad curiosity and willingness to explore different facets of the field. However, all projects are personal, which might indicate a lack of experience in collaborative, production-level environments. The absence of professional experience or team-based projects limits the assessment of cultural fit in a corporate setting.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.