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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
transformer-implementation
January 28, 2026 – Present
A complete implementation of the transformer architecture from scratch using PyTorch. Includes scaled dot-product attention, multi-head attention, positional encoding, and full encoder-decoder architecture with comprehensive visualizations and documentation.
View Projectlanggraph-qdrant-tutorial
November 19, 2025 – November 19, 2025
RAG + Multi-Agent AI tutorial. Build a 3-agent paper recommendation system with Qdrant, LangGraph, and IBM Granite. Includes exercises and solutions for Google Colab.
View Projectv100-deep-dive
October 6, 2025 – October 10, 2025
Educational benchmark suite for NVIDIA V100: FP16/FP32 compute analysis, precision quantization testing, and transformer inference profiling.
View ProjectPYOD-CIC-IoT
June 27, 2025 – July 1, 2025
IoT Sentinel: Unsupervised Anomaly Detection in IoT Networks
View Projectweekly-leetcode-challenge
April 20, 2025 – April 20, 2025
My personal challenge to solve 5- 10 problems from the LeetCode 150 list each week
View ProjectStarDB_Routing
September 20, 2021 – September 24, 2021
StarDB_Routing — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards self-directed learning and exploration of advanced topics in AI/ML. The diversity of personal projects, from deep learning implementations to RAG systems and competitive programming, suggests a proactive and curious individual. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.