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Machine Learning Compiler Engineer | Control | Robotics | Computational Intelligence | Compilers
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Machine Learning Engineer
June 13, 2026 – Present
Path-Planning-Simulator
December 5, 2023 – February 23, 2024
This project simulates pathfinding for a Roomba-like robot in a pre-mapped environment. The environment is represented by an occupancy grid where each cell indicates the presence of an obstacle or free space. The program calculates a collision-free path from a starting position to a goal position.
View ProjectText-Similarity-Score-Generator
May 24, 2021 – May 24, 2021
This is a Text Similarity Score Generator. It takes in two different texts and compares how similar they are. To calculate the similarity score I am using Vector Space Model. This model creates a vector Space where each dimension represents a single word. Words are taken from all the texts that are considered. One document is a single vector space. Each dimension of a single document vector represents how often this word appears in the text.To compare two documents a cosine similarity is used. This generates a value between 0 and 1, 0 meaning no similarity and 1 meaning perfect match.
View ProjectBabySitting-Method-for-tuning-a-CNN-and-NN
May 7, 2020 – May 7, 2020
BabySitting-Method-for-tuning-a-CNN-and-NN — GitHub repository
View ProjectCoursera-Self_Driving_Cars_Specialization
March 8, 2020 – March 8, 2020
This is my work for the Self driving cars specialization offered by University of Toronto on Coursera
View ProjectWilting_Classification_Using_GMM
March 6, 2020 – March 6, 2020
This was my Project for ECE 542
View ProjectFace_Recognition
March 6, 2020 – April 3, 2020
Compared the performance of Gaussian model, Mixture of Gaussian model, t-distribution, Mixture of t-distribution, Factor Analysis and Mixture of Factor Analyzer on the task of facial recognition under the Generative modeling scheme.
View ProjectMultilayered_Perceptron
March 6, 2020 – March 6, 2020
Implementation of Multilayered Perceptron
View ProjectPolynomial_Regression
March 6, 2020 – March 6, 2020
A simple code to understand polynomial regression for curve fitting
View ProjectMonte-Carlo-Simulator
January 19, 2020 – January 19, 2020
Monte Carlo Simulator for Bit Error Rate Estimation in Digital Communication
View ProjectBlob_Detector
January 19, 2020 – January 19, 2020
This is the code from my ECE-558, Digital Imaging Systems, Final Project. Here I have implemented Blob Detection for images using Laplacian of Gaussian by creating a Laplacian Scale space via varying image size which helped increase the speed. After that I have performed Harris’ Non-Max Suppression and encircled the Blobs.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong interest and self-driven learning in Machine Learning and related fields, which aligns well with a Machine Learning Engineer role. The diversity of projects, from theoretical implementations to practical simulations, suggests a broad curiosity and willingness to explore different problem domains. However, the lack of team-based projects or professional experience (beyond a future-dated entry) makes it difficult to assess collaboration and broader cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a hands-on, experimental approach to learning and applying technical concepts.