Experience

Building reliable ML systems and research-led products.

A condensed view of the roles, systems, and academic work most relevant to applied ML, product engineering, and research-heavy problem solving.

Present

Founder & CTO

Zyncora Inc.

Arlington, VA

Built Zyncora as a multi-agent job application platform in Python and FastAPI, coordinating 9 specialized agents for analysis, generation, fact-checking, and recruiter outreach.
Engineered Redis-backed SSE, ATS-focused LaTeX document generation, and truth-preserving validation loops to deliver sub-second progress updates while reducing hallucination risk in high-stakes workflows.
Hardened the platform with Argon2, JWT rotation, JTI blacklisting, prompt-injection defenses, and containerized services backed by a 387-test OWASP-aligned security suite.

PythonFastAPIRedisJWT/AuthDockerMulti-Agent Systems

Oct 2025 - Present

ScriptChain Health

Arlington, VA

Re-architected ML pipelines over 400GB+ of multimodal healthcare data, cutting runtime from 6+ hours to minutes and making production serving feasible.
Built GATE-based models across vitals, labs, and practitioner data, then integrated them into backend workflows with low-latency API contracts for real-time clinical features.
Delivered HIPAA-aware backend foundations with FastAPI, FHIR integrations, OAuth/JWT/RBAC, and automated tests and CI to support reliable clinical deployments.

PythonPyTorchFastAPIFHIROAuth/JWTHealthcare AI

May 2024 - Sep 2025

The George Washington University

Washington, DC

Built an adaptive LMS with FastAPI, Next.js, and real-time analytics, improving exam performance by 20% through personalized assessments and feedback loops.
Developed and benchmarked quantum optimization work in Qiskit, including QAOA, Grover, and graph problems, contributing to research on hybrid quantum-classical systems.
Mentored 50+ students across algorithms and software engineering, designing labs and review sessions that raised average exam scores by 10%.

FastAPINext.jsQiskitQuantum OptimizationTeachingAlgorithms

Jan 2020 - Aug 2023

Thoucentric (A Xoriant Company)

Bengaluru, India

Delivered defect detection and thermodynamics-informed recommendation systems for automotive manufacturing, improving model accuracy from 87% to 93% and cutting defect-related costs by 60%.
Built forecasting and engine-fault pipelines on GCP and Azure with Databricks, PySpark, FastAPI, and Docker, improving accuracy and runtime for real-time deployment.
Led production rollout, dashboards, and mentoring across ML teams, translating model outputs into operational tools used by engineers and business stakeholders.

PythonPySparkDatabricksGCP/AzureDockerFastAPI

Education

Machine learning, quantum computing, and systems fundamentals

Aug 2023 - May 2025

The George Washington University

Washington, DC

GPA 3.84 / 4.00Machine Learning and Quantum Computing

Guest lecturer for Introduction to Quantum Computing and teaching assistant across software engineering, programming, and software development courses.
Graduate work centered on advanced machine learning, deep learning, AI, and quantum algorithms with a clear research-to-systems focus.

Advanced Machine LearningDeep LearningQuantum AlgorithmsArtificial Intelligence

NIIT University

Neemrana, Rajasthan

GPA 7.7 / 10.0Network and Cybersecurity

Built a strong foundation in software engineering, algorithms, and systems thinking with an early research focus on network and cybersecurity problems.
Undergraduate coursework emphasized security, communication systems, and practical software design rather than narrow specialization.

CybersecurityAlgorithmsData StructuresSoftware Engineering