Software engineer.
Systems & GenAI.

Object files + linker script → symbol and section layout → ELF executable

• Accepted numeric GNU -O compatibility options while keeping LTO optimization controls independent.
• Guarded ELF/program-header address assignment when a linker script omits those headers from the output layout.
• Reproduced failures and added regression coverage for x86-64, Hexagon, ARM, AArch64, RV32, and RV64 configurations.

Focused validation covered x86-64, Hexagon, ARM, AArch64, RV32, and RV64 configurations, not the full ELD suite. Additional LTO, AArch64, and documentation changes remain under review.

PDF pages → BM25 + MiniLM indexes → reciprocal rank fusion → cited answer or source excerpts

• Combined lexical and semantic ranking with reciprocal rank fusion, keeping PDF page references attached to retrieved passages.
• Added retrieval-augmented generation with page-linked citations and a document-excerpt fallback when generation is unavailable.
• Implemented local scope/intent classification using MiniLM embeddings and logistic regression, plus cited research-brief export.

Built around a historical source corpus. Retrieval-quality and latency benchmarks are not claimed; the repository documents provider setup and reproduction.

PHP/Slim routes → account and property workflows → MySQL + payment/email/PDF integrations

• Built listing creation/editing and filters for location, budget, availability, and amenities.
• Implemented registration, login, email OTP/reset flows, and account views.
• Added Razorpay order creation/signature checks, stored payment records, and TCPDF contract generation.

The repository documents setup and remaining authorization/payment-consistency work. This is a prototype, without a verified production payment deployment.

Reviews → preprocessing and split → GPT-2 fine-tuning → checkpoint → summary generation

• Prepared review–TL;DR–summary sequences with a custom dataset and data loaders.
• Implemented an AdamW training loop, learning-rate scheduling, checkpoint save/load, and prompt-based generation.
• Included ROUGE/BLEU evaluation code and documented prompt-leakage and batching issues that need correction.

Coursework experiment. Evaluation corrections are documented: historical ROUGE/BLEU scores are not valid quality measurements because of prompt leakage and batch-scoring issues. No benchmark result is claimed.

Concepts: lesson → simulation → editable code → compiler output. Systems: command parser → sequential/threaded commands → filesystem operations.

• Created data-driven memory/container simulations that explain concepts step by step.
• Connected the editor to Wandbox for C++, C, Java, and Python, separating compiler output from program output.
• Added timed quizzes, a browser-local leaderboard, and sanitized Markdown for assistant responses.
• Implemented command classes for cd, ls, cp, mv, and rm with recursive directory handling.
• Compared sequential and threaded executables, coordinating listing output with a mutex.
• Included workload-generation and timing scripts to explore filesystem and concurrency behavior.

Two complementary implementations: a browser learning app and an educational filesystem interpreter. Visuals are teaching simulations, not execution traces. Compilation and AI features require external services. Timing scripts explore concurrency; no measured speedup is claimed.