Computer Science Engineering student focused on AI systems architecture, edge-native inference optimization, and distributed storage runtimes. Active open-source contributor across major ecosystems including Google TensorFlow, PyTorch, Rust-native pnpm, Vite, Deno, AWS Lambda, Node Redis, CERN TIGRE, and Cloudflare.

Previous research includes internships at Samsung R&D Institute India (lightweight encoder-only guardrails for AI safety, ModernBERT-large 35ms inference) and IIT Madras (Physics-Informed Neural Networks for Alzheimer's progression modeling). Holds 9x Microsoft Certifications, Claude Certified Architect, and competes in Division 1 competitive programming (LeetCode Guardian Top 2%, Codeforces Expert, CodeChef 5-Star).

Summary: 59 pull requests across 47 unique repositories (16 merged upstream, 25 active open) across Rust, C/C++, Python, Go, and TypeScript.

Repository	Pull Request	Stack / Diff	Technical Solution & Impact
Rust-Native pnpm Engine pnpm/pnpm	#13059	+1,033 / -125	Git Resolver Manifest Reader & Security Hardening: Implemented a resolve-time archive fetch and manifest reader in Rust (GitResolver) for pacquet, fixing a lockfile generation panic during git-hosted dependency installs. Patched option-injection vulnerability in git clone (--upload-pack) and prevented subpath directory traversals (#path:/../..) across 5 crates.
Rust-Native pnpm Engine pnpm/pnpm	#13056	+260 / -12	Git Specifier Normalization: Developed a cycle-safe Git specifier normalization module in Rust, preventing false-stale lockfile errors on equivalent protocols (git+https:// vs git://) and hosted shortcuts (github:) during frozen installs.
Google TensorFlow Core tensorflow/tensorflow	#124961	+28 / -9	oneDNN Layout Rewriting Crash Fix: Preserved 64-bit integer convolution attributes across oneDNN layout rewriting passes in TensorFlow's C++ kernel engine, converting fatal process aborts into clean InvalidArgumentError exceptions.
PyTorch Distributed Core pytorch/pytorch	#191831 30731ee	+4 / -2	Symmetric-Memory Triton Hooks: Resolved Ruff B018 static analysis warnings in torch.distributed._symmetric_memory while preserving deliberate lazy module attribute lookup mechanics across NVSHMEM and Shared Memory Triton utilities.
Vite Build Engine vitejs/vite	#22947	+100 / -2	Chunk Import Map CSS Caching: Fixed browser cache collisions in Vite's experimental chunk import-map engine by mapping dynamically extracted CSS assets back to parent Rollup chunks and generating stable Web Import Map specifiers.
PostHog CLI PostHog/posthog	#70314	+248 / -30	Sourcemap Upload Concurrency: Replaced a hardcoded global Rayon thread pool with an isolated, configurable concurrency pool in the Rust PostHog CLI, exposing --concurrency controls to prevent CI/CD network and resource exhaustion.
Node Redis redis/node-redis	#3388	+66 / -8	Sentinel Outage Retry Bounding: Enforced maxCommandRediscovers bounds on post-connect Sentinel topology rediscoveries during cluster outages and implemented #resetInBackground() for graceful promise rejections.
rclone Cloud Sync rclone/rclone	#9712	+100 / -55	Context-Aware SDK Calls: Refactored Dropbox backend to propagate caller context.Context down to HTTP execution sites, eliminating leaked goroutines and ensuring prompt cancellation during interrupted transfers.
CERN TIGRE CERN/TIGRE	#762	+18 / -2	Tomography Calibration Math: Corrected Varian CBCT rotational scan direction math (CW vs CC) and uncompressed XIM pixel buffer decoding in CERN's TIGRE reconstruction toolbox, verified against Zenodo phantom datasets.
Deepset Haystack AI deepset-ai/haystack-core-integrations	#3543	+141 / -3	SentenceTransformers Quantization: Resolved divide-by-zero errors in single-text int8/uint8 embeddings by introducing static pre-calibrated quantization ranges (shape: (2, D)).
IBM / DS3 Docling docling-project/docling	#3875	+45 / -2	Document Pipeline Crash Fix: Added defensive page validation in SimplePipeline to skip image enrichment for PPTX native charts without page renders, fixing an index out-of-bounds conversion crash.
Neovim Core neovim/neovim	#41067	+22 / -2	UI2 Highlight Retention: Engineered buffer-scoped highlight lifecycle checks in Neovim's C command-line UI subsystem to preserve substitution confirmation highlights under nohlsearch.
Twenty CRM twentyhq/twenty	#23945	+80 / -2	Relational Data Preservation: Patched entity deduplication in NestJS/GraphQL backend services, preserving polymorphic relations and timeline activity records during contact merges.
AWS Lambda Powertools aws-powertools/powertools-lambda-python	#8374	+50 / -5	OpenAPI Parameter Deduplication: Omitted redundant Content-Type header parameters from generated OpenAPI specifications while preserving runtime media-type validation.
Cloudflare Workers SDK cloudflare/workers-sdk	#14668	+140 / -1	Local Explorer UI Containment: Added responsive vertical scroll containment to the worker selection UI, resolving clipping bugs for multi-worker environments.
Apache DataFusion Comet apache/datafusion-comet	#5458	+11 / -0	Performance Tuning Guide: Documented columnar-to-row (C2R) transition overhead and stage-revert tuning strategies for wide and nested Spark schemas.
MUI Material-UI mui/material-ui	#48883	+32 / -3	Slot Prop Inheritance: Documented React Autocomplete slot prop inheritance rules to prevent rendering bugs during multi-select custom input adornment configuration.

Repository	PR Link	Stack	Technical Focus
Apache DataFusion Ballista apache/datafusion-ballista	#2397	Rust utoipa +523 / -26	OpenAPI v3 specification generator and JSON endpoint for distributed scheduler.
Delta Lake Core delta-io/delta-rs	#4685	Rust Parquet +43 / -4	Nested struct field override preservation for DataFusion Parquet leaf pruning.
Hugging Face Safetensors huggingface/safetensors	#826	Rust Python +34 / -3	Strict memory-layout validation rejecting non-C-contiguous NumPy arrays.
Kubernetes Core kubernetes/kubernetes	#140791	Go Kubelet +57 / -4	Pre-allocation bypass for zero-valued device requests in Kubelet Device Manager.
Deno Runtime Core denoland/deno	#36532	Rust JS +52 / -8	Teardown socket cleanup closing accepted idle HTTP sockets in Node compatibility layer.
Google TensorFlow Core tensorflow/tensorflow	#124960	C++ Runtime +9 / -1	Inter-op compute pool handling for negative thread configuration values.
Google TensorFlow Core tensorflow/tensorflow	#124959	C++ oneDNN +35 / -1	Rewrite error propagation preventing aborts on invalid quantized pooling attributes.
PyTorch Deep Learning pytorch/pytorch	#191876	Python torch.compile +65 / -3	Input shape validation for pixel_shuffle meta-registrations and compile paths.
Astral uv astral-sh/uv	#20855	Rust +115 / -27	Staged atomic binary updates on Windows eliminating file-lock permission panics.
Apple CoreMLTools apple/coremltools	#2767	Python MIL +46 / -5	MIL compiler validation rejecting symbolic classifier probability shapes.
Electron Core electron/electron	#52737	C++ TS +37 / -9	BaseWindow normalization ensuring compliance with Partial<Rectangle> bounds.
Vercel Next.js vercel/next.js	#96111	TypeScript +40 / -1	Middleware rewrite search parameter retention in App Router request URLs.
AWS Lambda Rust Runtime aws/aws-lambda-rust-runtime	#1162	Rust SNS +45 / -2	Fixed millisecond timestamp precision for SNS signature verification.
Ansible Automation ansible/ansible	#87326	Python +224 / -4	Direct tarball download command in ansible-galaxy role for air-gapped systems.
Graphify Knowledge Graph Graphify-Labs/graphify	#2728	Python +176 / -51	Windows CLI candidate probing preventing PATH-shadowing subprocess errors.
Graphify Knowledge Graph Graphify-Labs/graphify	#2726	Python +85 / -17	Fail-closed artifact preservation during community labeling failures.
Storybook Ecosystem storybookjs/storybook	#35520	TypeScript +250 / -10	Angular Signal Query isolation preventing property overwrites in decorators.
Microsoft PowerToys microsoft/PowerToys	#49375	C++ +56 / -10	Culture-aware digit formatting for Command Palette calculator results.
Pytest Framework pytest-dev/pytest	#14707	Python +69 / -13	Custom TOML file root table parsing for pytest -c executions.
Node Version Manager nvm-sh/nvm	#3891	Shell +45 / -0	Shell trap restoration for Zsh extendedglob terminal settings.
Nx Monorepo Toolkit nrwl/nx	#36347	TypeScript +409 / -452	Compiler plugin migration to minimizer-webpack-plugin with cssnano.
NousResearch Hermes Agent NousResearch/hermes-agent	#70711	Python +63 / -2	Local slash command auto-completion support in terminal interface.
NousResearch Hermes Agent NousResearch/hermes-agent	#70381	TypeScript +175 / -1	Reactive state refresh hooks for active chat sessions in dashboard UI.
Traceroot AI traceroot-ai/traceroot	#1860	TypeScript +28 / -12	Ambiguous filter field glyph replacement with neutral fallback icons.

PRISM Research Intern (AI Safety & Systems Architecture)  |  April 2025 – September 2025

• Encoder-Only Guardrails: Fine-tuned ModernBERT-large (395M parameters) into a lightweight classifier for prompt injection and jailbreak detection across 75k+ augmented adversarial samples (InjectGuard, BIPIA, NotInject, WildGuard-Benign, PINT).
• Latency & Benchmarks: Reached 92.70% accuracy and 0.9021 F1-score on a 315-prompt adversarial benchmark with 35 ms inference latency (~300x faster than generation-based alternatives), outperforming NVIDIA NeMo Guardrails, Llama Guard 4, Prompt Guard, and DeBERTa-v3.
• Publication: Co-authored "AI Guardrails: Performance-Optimized Guardrail System for Secure LLM and Agentic AI Interactions", Accepted to ICSCCC-2026.

AI Research & Prototyping Intern (Scientific ML & PINNs)  |  June 2025 – August 2025

• Physics-Informed Neural Networks (PINNs): Embedded biological differential equations directly into PyTorch loss functions for spatiotemporal modeling of Alzheimer's disease progression on longitudinal MRI data.
• Accuracy Gains: Implemented automatic differentiation for PDE residuals, collocation sampling, and adaptive loss weighting, delivering a 27% improvement in early neurodegeneration prediction accuracy over conventional deep learning baselines.

Issuer	Credential Title	Verification ID
	Microsoft Certified: Fabric Data Engineer Associate	2CFE44AF9A03CA00
	Microsoft Certified: Azure Data Scientist Associate	6B609B2E62C7DD1B
	Microsoft Certified: Azure Developer Associate	7C24709582312829
	Microsoft Certified: Azure AI Engineer Associate	C6A78B398CD5D2CE
	Microsoft Certified: Fabric Analytics Engineer Associate	31C332B22EA60C45
	Microsoft Certified: Power BI Data Analyst Associate	AB65FD5A69BEE6C9
	Microsoft Certified: Azure Fundamentals	C98BA2EF3EA717B0
	Microsoft Certified: Azure Data Fundamentals	A05553E0E826BF55
	Microsoft Certified: Azure AI Fundamentals	743A61D9C9700E53
	Claude Certified Architect - Foundations	Anthropic Verified
	OCI Certified AI Foundations Associate	Oracle Cloud Verified
	Machine Learning Specialization	Stanford / DeepLearning.AI

========================================================================================================
  CORE LANGUAGES       ::  Rust  •  C / C++  •  Python  •  TypeScript  •  Go  •  SQL  •  JavaScript
  SYSTEMS & RUNTIMES   ::  Deno  •  Node.js  •  Linux Kernel APIs  •  oneDNN  •  Triton  •  Electron
  AI / ML / TENSORS    ::  PyTorch  •  TensorFlow  •  TFLite  •  Hugging Face  •  Safetensors  •  PINNs
  EDGE & CLOUDFLARE    ::  Cloudflare Workers  •  D1  •  R2  •  KV  •  Queues  •  Workers AI  •  Pages
  BACKEND & STORAGE    ::  FastAPI  •  Next.js App Router  •  PostgreSQL / Neon  •  Prisma  •  Redis  •  S3
  DEV TOOLS & DEVOPS   ::  Git  •  Docker  •  Wrangler  •  Rollup / Vite  •  pnpm  •  uv  •  Pytest  •  Vitest
========================================================================================================

• SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu
  BTech in Computer Science and Engineering (2023 – Present)
  Focus: Computer Architecture, Operating Systems, Data Structures & Algorithms, Distributed Systems, AI Systems Architecture.

• Indian Institute of Technology Madras
  BS in Data Science and Applications (2024 – Present)