01 / About
From production software to applied AI.
I work across the stack, from React interfaces and Java services to data pipelines and LLM-powered agents. I care about clear product thinking, dependable systems, and outcomes that can be measured.
At Redfin, I shipped features that improved user engagement by up to 76%. At SE Aircon, I modernized customer and internal workflows. Today, I’m completing an M.S. in Computer Science at Penn State and researching agents that can plan, recover, and execute complex tasks reliably.
Technologies I work with
PythonC/C++SwiftJavaTypeScriptSQLPyTorchHugging FaceTransformersRAGvLLMReact.jsNode.jsREST APIsAPI DesignPostgresDockerKubernetesGrafanaLinux
Mar 2025 — PresentUniversity Park, PA
Graduate Research Assistant @ Penn State University
Engineering and evaluating NLP/GenAI agent systems for reliable long-horizon reasoning.
Hover or focus to view impactSelected impact
- Compare reasoning policies across OpenAI, Gemini, Hugging Face, vLLM, and instruction-tuned model backends.
- Design structured pipelines with prompting, schema validation, retrieval context, recovery logic, and debugging traces.
- Build evaluation workflows for task success, invalid actions, latency, token usage, and model behavior across runs.
PythonOpenAIGeminiHugging FacevLLMRAG
Aug 2024 — May 2026University Park, PA
Graduate Teaching Assistant @ Penn State University
Delivered lectures, labs, and mentoring in Python and core computer science to 400+ students.
Hover or focus to view impactSelected impact
- Improved assignment submission rates and conceptual clarity through structured lectures, labs, and applied examples.
- Led weekly office hours and review sessions with one-on-one guidance in Python, data structures, and algorithms.
PythonAlgorithmsMentorship
Mar 2023 — Aug 2024Delhi, India
Software Developer @ SE Aircon
Built customer and internal workflows that increased inquiries by 30% and improved operational clarity.
Hover or focus to view impactSelected impact
- Built responsive React customer workflows with reusable UI components, improving navigation and conversion.
- Automated invoicing and reporting with API-driven validation, processing, and business data handling.
- Designed internal web tools for inventory, client, and project management.
ReactNode.jsREST APIsBusiness Automation
Feb 2022 — Dec 2022Seattle, WA
Software Developer @ Redfin
Shipped high-impact consumer search experiences, increasing key registration and conversion metrics.
Hover or focus to view impactSelected impact
- Built a collaborative search dialog in React, increasing registrations and shared searches by 76%.
- Shipped Save Search Nudge through tested UI iterations and A/B analysis, improving conversion by 13%.
- Developed Grafana dashboards for feature health, login flows, user behavior, and regression detection.
- Partnered with product, design, data, and backend teams to debug releases, APIs, and edge cases.
ReactJavaA/B TestingGrafanaAPI Debugging
Aug 2021 — Feb 2022State College, PA
Quality Assurance Engineer @ KCF Technologies
Improved product reliability for a large-scale machine health platform across UI, API, and data workflows.
Hover or focus to view impactSelected impact
- Executed functional, regression, integration, and API testing, identifying 200+ critical defects.
- Designed manual test plans and automated test scripts that reduced post-deployment issues by 30%.
- Led root-cause analysis of API-level, data-flow, and client-server issues to improve backend readiness.
API TestingTest AutomationRoot-Cause AnalysisJIRA
03 / Selected work
Selected systems and products.
Five projects chosen to show range across AI, product engineering, data, and systems.
01
Towards Cognitive Embodied Agents
An evaluated agent workflow using ReAct, schema validation, retrieval context, and recovery policies, reaching 70.8% task completion.
PythonReActOpenAIGeminivLLM
02
An iOS motion-sensing system using Swift and AirPods Pro IMU data to detect bites and chews from head-motion patterns.
SwiftiOSPythonSignal ProcessingML
03
Forecasts flight delays from ten years of transportation and weather data through scalable preprocessing and an interactive dashboard.
PythonPandasPySpark
04
A production wellness platform that presents services, builds client trust, and converts visitors into consultation bookings.
Next.jsSupabaseTailwind CSS
05
Dynamic Storage Allocator
Implements malloc, free, and realloc with segregated free lists, coalescing, and a heap consistency checker.
CMemory ManagementSystems
04 / Research
Researching dependable AI agents.
Work focused on planning, memory, recovery, and language-grounded action.
Master’s Thesis · 2026
Towards Cognitive Embodied Agents: Reliability and Efficiency in Long-Horizon Task Execution
Penn State University
Manuscript · CogSci 2026
Modular Reasoning Scaffold: A Unified Neuro-Symbolic Framework for an Instruction-Following Embodied Agent
Co-author · Manuscript submitted
Manuscript · AAAI 2026
Explainable Instruction-Following with a Unified Neuro-Symbolic Embodied Agent Architecture
Co-author · Manuscript submitted
05 / Education
A strong foundation, then specialization.
2024 — 2026 · GPA 3.91
Master of Science, Computer Science and Engineering
Penn State University
- Thesis
- Towards Cognitive Embodied Agents: Reliability and Efficiency in Long-Horizon Task Execution
- Focus
- NLP, GenAI agents, evaluation, retrieval, recovery, and long-horizon reasoning
2017 — 2021 · GPA 3.81
Bachelor of Science, Computer Science
Penn State University · Cum Laude
- Minor
- Mathematics
- Focus
- Software engineering, algorithms, data structures, operating systems, and computer architecture
Resume
Experience at a glance.
Review my complete work history, technical skills, education, research, and measurable outcomes.