01 — Machine Learning2024
Aviation Delay Prediction
ML pipeline on the DOT flight-delay dataset — geospatial features, gradient boosting, and neural nets — hit 99.2% accuracy.
PythonLightGBMScikit-learnGeospatial
Machine Learning
4 tools
Portfolio · 2026Open to new opportunities
Harshil
Sanghvi
Software engineer working at the intersection of AI, data, and systems. Currently building agent orchestration and conversational AI at Oracle.
Based in
Burlington, MA
Est.
2025 —
7
Publications
Journals · preprints · IEEE
3.93
Graduate GPA
Stony Brook / 4.0
9.43
Undergrad GPA
Nirma / 10.0 · Gold
16+
Certifications
Oracle, HackerRank, Coursera
About · 01
Engineer with a researcher's patience and a shipper's bias.
I like problems that sit on the edge of new: complex enough to reward careful thinking, concrete enough to ship something real.
The short version
I build production AI systems at Oracle — agent orchestration, tool platforms, and the knowledge layer that powers enterprise conversational AI.
I hold a Master’s in Computer Science from Stony Brook (3.93 / 4.0) and a Gold Medal undergrad from Nirma University. Seven peer-reviewed publications across AI/ML, security, and neuroscience, four Oracle Cloud certifications, and a lasting obsession with clean abstractions.
Off the keyboard: thrillers, long hikes, and the kind of coffee that resents decaf.
Now
Software Engineer
Oracle
Jul 2025–Present
AI Application Intern (prev.)
TalentNow
Jan 2025–May 2025
Education
M.S. Computer Science
Stony Brook University
3.93 / 4.0 · Aug 2023–May 2025
B.Tech. Computer Science & Engineering
Nirma University
9.43 / 10. · Gold Medal · Jul 2019–Jun 2023
Daily toolkitFull list ↓
PythonPyTorchLLMs / RAGPostgreSQLJava · SpringOCITypeScript
harshil1708@gmail.com
Based
Burlington, MA
Eastern time · open to relocation & remote worldwide
Journey · 02
A compounding résumé.
Seven roles across research labs, trading firms, an HR-tech scale-up, and now Oracle. Each one taught the next.
- Jul 2025 — Present
- Built the orchestration layer that routes requests across conversational agents, data-backed reasoning flows, and external services — tenant-aware auth, endpoint resolution, and streaming SSE that decodes into structured payloads (metadata, UI artifacts, execution context, follow-up actions).
- Shipped a standards-based tool integration layer — discovery, invocation, schema validation, normalized responses — plus reusable wrappers with structured input contracts, runtime validation, and integration-test coverage.
- Implemented multi-turn conversation state across the platform: session continuity, follow-up handling, and persistent context across tool calls so multi-step workflows survive instead of resetting per message.
- Designed the safety layer for AI-driven content changes: semantic guardrails, prompt-injection detection, fail-closed evaluation, and audit logging, plus schema-checked import/export and application/version validation.
- Built and tuned a production support assistant on Oracle’s conversational AI platform — query preprocessing, response classification, fallback handling, unresolved-request handoff, configurable confidence thresholds, and Slack-channel integration.
- Designed the knowledge backend that powers the assistant: structured incident-summary generation from raw conversations and images, exact-first retrieval with scored matching and entity extraction, and lifecycle controls (verification, obsolete state, patch, sync) across DB, blob storage, and search index — with batched reads and vectorized status checks for performance.
PythonFlaskLangGraphLangChainOCI Generative AIMCPOracle DatabaseOracle Digital AssistantSlackpytest - Jan 2025 — May 2025
- Architected a normalized vector store that cut storage ~37% and similarity comparisons ~99.7%.
- Built an LLM-powered semantic matcher with adaptive thresholds and a Redis-backed fallback path.
- Dropped end-to-end matching latency from 60+s to ~13s.
- Prototyped a LangChain + OpenAI SQL agent that returned results ~50% faster than the existing path.
LLMsPostgreSQLSQLAlchemyRedisGoElasticsearchAzureKubernetes - Aug 2023 — May 2025
- Research in 3D diffusion models for medical imaging.
- Teaching Assistant for Object-Oriented Programming.
- Feb 2024 — May 2025
- Python pipeline parsing .gslog and .ffii files for signaled active avoidance experiments.
- Turned hours of manual CSV wrangling into seconds, with automated visualization to match.
- Partnered with Prof. Prerana Shrestha on methodology improvements.
PythonPandasData VizAutomation - Jun 2024 — Aug 2024
- Shipped a REST API for Digital Account Management 2.0 that extracts request IDs within a configurable window.
- Batch applications for AML task assignment and CAT/Tableau reporting.
- Consolidated 10+ legacy scripts into a unified Spring Boot service.
JavaSpring BootOracle DBRESTJenkinsTableau - Jul 2019 — Jun 2023
- Multiple AI/ML internships during undergrad.
- Published research in AI/ML venues before graduation.
- Jan 2023 — Jun 2023
- Modular Python retrieval service for the Air-CloudPro API — 20% faster data pulls.
- Combined GESD, Z-Score, Box Plot, Tukey Fences with Isolation Forest, AutoEncoder, LOF.
- 20% accuracy lift over the legacy rule-based system; 15% reduction in maintenance cost.
PythonMLIsolation ForestAutoEncoder - Jun 2022 — Aug 2022
- DistilBERT classifier with 17% accuracy lift and careful EDA-driven preprocessing.
- FastAPI dashboard showing categories and confidence — 25% less time per email.
- Embeddings-based cognitive search at 92.5% precision on document/paragraph retrieval.
DistilBERTFastAPINLPEmbeddings
Skills · 03
Tools I reach for, honestly.
Expert Advanced Intermediate Learning
AI & LLM Engineering
Agents, RAG, and the new LLM stack.
- LLMsExpert
- RAGExpert
- LangGraphAdvanced
- LangChainAdvanced
- MCP / Tool CallingAdvanced
- Prompt EngineeringAdvanced
Machine Learning
Deep learning across research and publications.
- PyTorchExpert
- TensorFlowExpert
- Deep LearningExpert
- NLPAdvanced
- Computer VisionAdvanced
- scikit-learnAdvanced
Data Science
Stats, modeling, narrative from numbers.
- PandasExpert
- NumPyExpert
- StatisticsExpert
- Feature EngineeringExpert
- VisualizationAdvanced
- Time SeriesAdvanced
Languages
The tools I reach for.
- PythonExpert
- JavaAdvanced
- SQLAdvanced
- TypeScriptIntermediate
- C++Intermediate
- GoBeginner
Backend
Services and data plumbing.
- FlaskExpert
- REST APIsExpert
- Spring BootAdvanced
- Oracle DatabaseAdvanced
- PostgreSQLAdvanced
- MongoDBIntermediate
Infra & Cloud
Ship it, keep it running.
- GitAdvanced
- OCIIntermediate
- DockerIntermediate
- LinuxIntermediate
- KubernetesBeginner
- CI/CDIntermediate
Frontend
Enough to build portfolios like this one.
- ReactIntermediate
- Next.jsIntermediate
- TypeScriptIntermediate
- TailwindIntermediate
- Framer MotionBeginner
- ResponsiveIntermediate
Selected work · 04Projects that ship,
Projects that ship,
or teach me something.
A rotating showcase of systems built across research, ML, and full-stack. The GitHub is the receipt.
02 — Full Stack2023
CodeCompanions
Real-time competitive programming platform with live contests, dynamic rankings, and Codeforces API sync.
ReactNode.jsMongoDBSocket.IORedux
Full Stack
5 tools
03 — Data Science2023
Stock Market Prediction
End-to-end modeling for equity trend forecasts — HistGradientBoosting outperforming the baseline suite.
PythonPandasScikit-learnK-means
Data Science
4 tools
Also worth a lookAll on GitHub ↗
Research2024
Shrestha Lab Pipeline
Automated data processing for neuroscience research — FreezeFrame and Graphic State experiments.
PythonPandasJinja2
Web2022
QuasarChat
Real-time chat app with auth, emoji, and clean UX — React on the front, Node on the back.
ReactNode.jsSocket.IOMongoDB
Desktop2021
Examify
Desktop examination management system with tracking, attendance, and result reporting.
PythonTkinterMySQL
Research · 05
Peer-reviewed, open, citable.
Seven publications across AI/ML, security, and computational neuroscience — from IEEE conferences to Wiley journals and bioRxiv preprints.
- Preprint2026Featured
A prelimbic molecular clock of protein synthesis for memory persistence
J. Iqbal, S. Kim, S. Lawal, A. Shah, L. Punepalle, H. Sanghvi, A. Gallagher, A. Wilson, B. Xu, P. Shrestha
bioRxiv
Identifies how the prelimbic cortex schedules cap-independent translation to stabilize threat memory over time.
- Preprint2026Featured
Safety Signals Enable Single-Episode Active Avoidance Paradigm and Expose Threat Generalization in Tuberous Sclerosis Complex
Shrestha Lab · Stony Brook University
bioRxiv
A single-episode DSAA paradigm that dissociates acquisition, consolidation, and retrieval of instrumental avoidance memory.
- Journal2024Featured
MetaHate: AI-based hate speech detection for secured online gaming in metaverse using blockchain
H. Sanghvi, R. Bhavsar, V. Hundlani, L. Gohil, et al.
Security and Privacy · Wiley
Lead author on a blockchain + deep learning framework for moderating hate speech in immersive metaverse gaming.
- Journal2022
BlockCrime: Blockchain and Deep Learning-Based Collaborative Intelligence Framework to Detect Malicious Activities for Public Safety
D. Patel, H. Sanghvi, N. K. Jadav, R. Gupta, S. Tanwar, et al.
Mathematics · MDPI
A federated deep-learning + blockchain pipeline for real-time detection of malicious activity across public-safety sensors.
- Conference2023
XGB-RFE: An XGBoost Approach for Improved Playback Spoofing Detection in Automatic Speaker Verification Systems Using Recursive Feature Elimination
H. Sanghvi, S. H. Mankad
IEEE Region 10 Conference (TENCON)
XGBoost + recursive feature elimination for replay-attack detection in speaker verification systems.
- Conference2022
NadERA: A Novel Framework Achieving Reduced Distress Response Time by Leveraging Emotion Recognition from Audio
H. Sanghvi, S. Chaudhary, S. H. Mankad
International Conference · Springer
Emotion-aware distress detection pipeline that cuts response time for emergency audio triage.
- Conference2021
E-mixup and Siamese Networks for Musical Key Estimation
P. Gajjar, P. Shah, H. Sanghvi
International Conference on Ubiquitous Computing · Springer
Data-augmentation + siamese embedding approach that improves musical key estimation across genres.
Also reviewed for
Peer review roles across leading AI and ML venues.
Security and Privacy
Wiley
AI security & applied ML
Nov 2025
IEEE Access
IEEE
Applied ML & systems
Jul 2022
Full list, citations, and h-index tracked on Google Scholar.
Google ScholarRecognition · 06
Receipts, not trophies.
Certifications, research, and academic milestones — the artifacts that prove the work.
Highlight · 2023
Gold Medal
Nirma University
Highlight · 2025
Graduate Excellence
Stony Brook University
Highlight · 2021–2026
7 Research Publications
Wiley · MDPI · IEEE · Springer · bioRxiv
- Academic2023
Gold Medal
Nirma University
Ranked #1 across the Computer Science & Engineering department. 9.43 / 10 CGPA.
- Academic2025
Graduate Excellence
Stony Brook University
Maintained 3.93 / 4.0 across the M.S. Computer Science program.
- Research2021–2026
7 Research Publications
Wiley · MDPI · IEEE · Springer · bioRxiv
Peer-reviewed work spanning AI/ML, security, and computational neuroscience.
- Certification2025
Oracle Cloud Data Science Professional
Oracle
OCI 2025 certified in advanced data science and production ML.
View credential ↗ - Certification2025
Oracle Cloud Generative AI Professional
Oracle
OCI 2025 certified in generative AI systems and applications.
View credential ↗ - Certification2025
Oracle Cloud AI Foundations
Oracle
Foundational certification on OCI AI services and architecture.
View credential ↗ - Certification2025
Oracle AI Vector Search Professional
Oracle
Certified in vector search and AI-powered retrieval on OCI.
View credential ↗ - Certification2021
Deep Learning Specialization
Coursera
Neural Networks, Deep Learning, and Hyperparameter Tuning.
- Skill2024
Git & GitHub Essentials
Udemy
Version control fundamentals and collaboration workflows.
- Skill2024
Problem Solving
Stony Brook University
Certification in problem solving, critical thinking, resourcefulness.
- Skill2024
Teamwork & Collaboration
Stony Brook University
Cross-team collaboration and accountability certification.
- Skill2023
JavaScript Proficiency
HackerRank
Programming fundamentals and language certification.
- Skill2021
SQL Database Skills
HackerRank
Basic and intermediate SQL certifications.
- Skill2020–2021
Python Programming
HackerRank · Coursera
Multiple Python certifications across platforms.
- Skill2020
C / C++ Programming
HackerRank · Spoken Tutorial
Basic and intermediate certifications plus problem-solving.
Recommendations
In their own words.
From managers, colleagues, and mentors — via LinkedIn.
I had the pleasure of managing Harshil during his time as an AI Application Intern at TalentNow. From day one, he dove into our AI initiatives with curiosity and drive, quickly mastering new frameworks and languages to which he'd never been exposed before. His thoughtful approach and attention to detail led to marked improvements in both the efficiency and accuracy of our models and pipelines. Beyond his technical acumen, Harshil is a proactive collaborator — eager to take on new challenges, ask the right questions, and share insights that elevate the whole team.
I am writing to recommend Harshil, who served as an R&D Intern under my supervision at Johnson Controls Hitachi. We worked closely together on algorithm development. I was constantly amazed not only by his technical skills, but also by his ability to keep the team motivated. Harshil's performance during his internship was exceptional. For any company or team that needs a proven engineer with a get-it-done-with-a-smile approach, Harshil is your guy.
Harshil has a really inquisitive, proactive and problem solving mind. During his internship he has done a fabulous work for Northerntrust on the classification and cognitive search model. He has great technical skills and his desire to keep learning is commendable.
Contact · 07Let's make something
Let's make something
worth shipping.
I read every message. Collaborations, research chats, or just a friendly hello — all welcome.
harshil1708@gmail.com
Phone
+1 (631) 633-6863
in/harshilsanghvi
GitHub
@harshil-sanghvi
Location
Burlington, Massachusetts
EST/EDT · open to relocation & remote