AI Agentic Orchestrator Product
I built a Chief of Staff for my startup in stealth. It runs GTM and marketing workflows and helped arrange client calls and meetings.
- Days of use
- 45+
- Calls & meetings arranged
- 170+
Engineer / Founder / Researcher
Shivanshu
Dwivedi
AI software engineer at Zemantics.
Co-founder of Yaaro & ConnectED Events.
CS & physics, Trinity College.
Selected work
Yaaro
A social discovery app in India. I led the mobile product, matching workflows and backend delivery.
- Users
- 20K+
- Businesses
- 70+
- Raised
- $12K
- 17% lower API latency with Spring Boot and Redis.
- Under 10 minutes to deploy with automated releases.
ConnectED Events ↗
Campus events in one feed, with a view of who’s going. I led product engineering for discovery, social features and organization publishing.
- Mobile app
- React Native
- Backend
- Supabase
I built the wallet platform and React Native mobile app with Prof. Ewa Syta, supporting her Fulbright research on digital identity wallets in Poland.
- Research framework
- eIDAS 2.0
- My engineering scope
- Full platform
Project details
I built the wallet platform and its React Native app, supporting Prof. Ewa Syta’s Fulbright research with NASK in Poland.
Fulbright project ↗Research
Google Scholar ↗Reinforcement learning for quantum control
I built a Dueling DQN controller to find electron-pairing configurations in Hubbard clusters.
APL Machine LearningPublished March 2026, with Prof. Kalum Palandage.
Machine learning for LIGO
I developed causal LSTM models for microseismic motion prediction in Trinity’s New Horizons Lab.
- Lower residual motion¹
- Up to 10×
- Research grant
- $2,500
¹ Against linear filtering in the paper’s offline evaluation.
Ghost Vectors
Research on recovering soft-deleted embeddings in HNSW vector databases, and cryptographic approaches to data deletion.
Vector database securityWhen a soft delete leaves information recoverable.
OrbitFormer ↗
A PatchTST Transformer forecasting asteroid trajectories from six-dimensional state vectors.
- Lower RMSE
- 82.6%
- Lower MAE
- 93.6%
My benchmark, against a feed-forward baseline.
Pre-supernova neutrino modeling
I built a neural-network surrogate for neutrino emissivity with Prof. Kelly Patton.
- MESA stellar zones
- 10K+
- 2024 presentation
- APS DNP
Publications & presentations
14 Scholar records, plus a manuscript in preparation and an LVK presentation.
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16 records
Journal and preprint versions are listed separately to match Scholar. The December 2025 quantum-control preprint is the earlier version of the March 2026 APL article.
Engineering
GitHub ↗Versioned datasets, asynchronous LLM evaluations, inspectable JSON/Markdown reports and CI regression gates.
Durable AI jobs with provider routing, idempotency and a transactional outbox for reliable delivery.
An event-driven backend with retries, idempotent consumers and recovery across Kafka and PostgreSQL.
GitHub submissions, AI-assisted evidence extraction, configurable rubrics and human review in one workflow.
Experience
Zemantics
I developed three production platforms end to end, spanning AI applications, enterprise data integrations and automated business discoverability.
01AI applications02Enterprise data03Business discoverability
Stealth
Building an independent product. My personal orchestrator supports its GTM and marketing work.
View the orchestrator ↓Radical AI
Built model-backed backend services and standardized deployment and monitoring.
- Weekly API requests
- 100K+
- Fewer failed deployments
- 27%
- Lower incident-resolution time
- 64%
ENTEVATE
Developed applied AI opportunities with enterprise and healthcare stakeholders, including Cisco and Hartford Hospital.
PMI Certified Associate in Project Management (CAPM)
At Trinity
Computer science
& physics.
B.S., double major. Graduated summa cum laude, with departmental honors in computer science and physics.
Scholarships & honors ↓20+ student
researchers.
I led a student research group across reinforcement learning and scientific ML, coordinating reviews, milestones and faculty collaboration.
- CS & physics teaching assistant; Q-Center mathematics tutor.
- CS Club Vice President, Residential Advisor and International Student Advisor.
- Presented at APS and the LIGO–Virgo–KAGRA collaboration meeting.
Awards & honors
University honors ↗| Award or honor | Recognition | Awarding body |
|---|---|---|
| Next Genius Scholar | $350K+ merit scholarship | Next Genius / Trinity College |
| Summa cum laude | Graduation distinction · 2026 | Trinity College |
| Departmental honors | Computer science | Trinity College |
| Departmental honors | Physics | Trinity College |
| Phi Beta Kappa | Honor society induction | Phi Beta Kappa |
| Sigma Pi Sigma | Physics honor society induction | Sigma Pi Sigma |
| Thomas Holland Scholar | Academic distinction | Trinity College |
| Dean’s Scholar | Academic distinction | Trinity College |
| Albert J. Howard Award | Physics | Trinity College |
| Phi Gamma Delta Prize | Mathematics | Trinity College |