✦CS Student & AI Engineer · New York
🤖

Hi, I'm Bimal.

I build intelligent systems — from AI agents to full-stack apps —
and I love making technology feel delightfully human.

View my work ↓GitHub ↗

About me

Curious builder,
forever learning.

I'm a Computer Science student at St. Joseph's University, New York, passionate about building production-grade AI systems and beautiful software. I focus on the intersection of machine learning and practical engineering.

When I'm not training models or debugging edge cases, I'm exploring new frameworks, contributing to open source, and tutoring fellow students in algorithms and programming.

I'm seeking opportunities in AI/ML engineering, full-stack development, and intelligent systems — where I can ship real things that matter.

LangChainReactPythonAWSPyTorchOpenAI APIs
6+Projects shipped
90%Tuition scholarship awarded
5%Dean's List — top of class
∞Curiosity

Projects

Things I've built.

6 projects spanning AI agents, full-stack apps, deep learning, and statistical ML — each solving a real problem.

⚡● AI Agent · Automation

Pulse — Personal AI Agent

A fully deployed personal AI assistant with an agentic loop of 10 tools — web search, GitHub trending, Arxiv papers, job matching, cover letter generation & more. Features SSE-based token streaming, 6 automated daily pipelines (news briefings, research summaries, Discord alerts), and email OTP auth.

FastAPIReact 19GPT-4.1 miniAPSchedulerSQLiteDocker
GitHub →Live ↗
🌐● Full-Stack · Cloud

Stellanet — AI-Powered Web App

Production-grade REST APIs with authentication flows and PostgreSQL integration. Deployed across AWS & Vercel with a scalable architecture designed for AI feature expansion and real-world user-facing workflows.

PythonFastAPIPostgreSQLAWSVercel
Live ↗
🧠● RAG · LLM

LLM Document Intelligence

Architected a Retrieval-Augmented Generation pipeline for intelligent document search. Reduced retrieval time by 80% and improved search relevance by 30% using semantic embeddings (FAISS + Chroma). Deployed on AWS with a scalable vector store backend.

LangChainFAISSChromaOpenAI APIAWS
GitHub →
🌸● Deep Learning

Flower Image Classifier

Image classification model using pretrained ResNet18 with transfer learning, data augmentation, and fine-tuning. Built a complete deep learning pipeline from preprocessing through evaluation.

PyTorchResNet18Transfer Learning
GitHub →
🫁● ML · Statistical Analysis

Lung Cancer Prediction

Classification model with Chi-square and Kruskal-Wallis statistical testing. Optimized feature selection pipeline for improved model precision using Random Forest.

RRandom ForestStatistical Analysis
GitHub →
🔥● ML · Regression

Calories Burned Prediction

Achieved an R² score of 0.96 with full data preprocessing and feature engineering. Built a complete ML pipeline from raw data to production-ready evaluation using Linear Regression.

PythonLinear RegressionFeature Engineering
GitHub →

Skills

My toolkit.

Languages, frameworks, and tools I work with daily.

Languages
Python
Java
C
JavaScript
TypeScript
AI / ML
LangChain
PyTorch
TensorFlow
Scikit-learn
OpenAI API
Frontend
React
Next.js
TailwindCSS
CSS / HTML
Data & DB
PostgreSQL
MySQL
Vector DBs
Data Structures
DevOps & Cloud
AWS
Docker
Git / GitHub
Linux
Math & CS
Linear Algebra
Probability
Algorithms
OS Concepts

Background

Where I've been.

Education, research, and teaching experience.

Education

Expected May 2027
B.S. Computer Science
St. Joseph's University, New York
  • Dean's List (3 consecutive semesters)
  • 90% tuition scholarship — academic merit & leadership
  • Relevant: Data Structures, Algorithms, OS, Database Systems, Software Engineering

Teaching & Awards

2023 – Present
Honors Peer Tutor
St. Joseph's University
  • One-on-one and group tutoring in pre-calculus & intro CS
  • Created tailored study plans → 10% improvement in test scores
2023
Esse Non Videri Scholar
Scholarship Award
  • Awarded 90% tuition scholarship for academic merit & leadership
2023 – Stanford Online
Supervised Machine Learning
Andrew Ng — Coursera
  • Completed Stanford's ML specialization by Andrew Ng
👋

Get in touch

Let's build something together.

I'm open to internship opportunities, full-time roles, and interesting project collaborations. If you think we'd work well together — reach out!

✉️ bkumal@student.sjny.eduLinkedInGitHub