Machine Learning Compiler Engineer | Control | Robotics | Computational Intelligence | Compilers
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
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.