Jay Bharti

Words, wit, and a little wind.

Who is Jay Bharti?

I am a healthcare administration specialist, developer, and data analyst based in Manipal, India. I have 2 degrees. I completed my B.Sc. (Hons.) in Biotechnology in April 2024 with an 8.81 CGPA. I started my MHA at MAHE in August 2024 and have an 8.88 CGPA. My profile lists 3 languages, but those facts do not define who I am.

I've always wanted to answer this question in interviews. They ask me, "Tell me something about yourself." I've always wanted to say that I'm not sure where to begin. I am so much more than my resume. I am so much more than the degrees I have and the qualifications I've earned. I am so much more than the organizations and groups that I've been part of, and the certificates I may have collected. I did those things because I was told to. I did them because I was supposed to.

Who I am lies in the breaks I've taken between those things. Who I am lies in the free time I get. Who I am lies in the moments when I close the notebook and leave the classroom—when I'm alone. That's where the answer to who I am lies.

This website will fail to tell you who I am, because I don't think anybody can. I don't think it's possible to know a person completely unless you immerse yourself in them fully. This website will tell you what I answer to those questions in interviews: My name, where I'm from, and all the degrees I have. But that's not who I am.

If I were to tell you who I am in 3 words, I would probably say:

the wind, the trees, the skyThat's all there is. That's all there ever was.

Jay Bharti holding the QualTech Prize winning trophy and certificate at SAKCON 2025, Hyderabad
National Winner
QualTech Prize
8.88 CGPA
MHA, MAHE
6+ Projects
Led & Delivered
3 Languages
EN · HI · GU

What experience does Jay have?

Oct 2024 — Present

Technical Team Lead

NextGen — Prasanna School of Public Health, MAHE

At NextGen, I lead development of a RAG-based dashboard for hospital operations data. I translate HIS data into schemas and work between hospital administrators and MIT developers. The dashboard targets a 60% reduction in data retrieval time.

60% projected reduction in data retrieval time
Jan 2025 — Sep 2025

Project Lead — Quality Improvement

MAHE, Manipal

In 2025, I led a 6-member cross-functional team at MAHE as Project Lead.

How did the team reduce plasma bag breakage?

At the blood bank, plasma bags broke during storage at −50°C. We used DMAIC to engineer a reusable, anti-frost cassette box with a color-coded exterior and barcode window. Each unit cost about ₹2.80–₹3.00 to make. Breakage fell by 95%, saving ₹2.6L a year. The project won the national QualTech® Prize.

95% breakage drop ₹2.6L annual savings
Sep — Oct 2025

Student Secretary — SVASTH-25

PSPH, MAHE · CAHO

Directed a Core Committee to execute a 2-day national conference for 215+ attendees. Managed end-to-end operations including vendor negotiations, budget allocation, and speaker liaison.

₹1.8L budget · 215+ attendees
Apr 2022 — Jan 2024

Corporate Connect Coordinator

Dept. of Biosciences & IAESTE — Manipal University Jaipur

At Manipal University Jaipur, I negotiated 18 MoUs with startups for student internships as Corporate Connect Coordinator. I also curated technical seminars for 200+ students between April 2022 and January 2024.

18 MoUs · 200+ students impacted
Mar 2022 — Oct 2024

Undergraduate Researcher

Structural Biology & Bioinformatics Lab — MUJ

As an undergraduate researcher at MUJ, I built a computational pipeline to screen 3000+ FDA-approved compounds against MRSA targets. I used R, Gromacs, and multi-stage statistical validation. The screening identified 2 therapeutic candidates.

3000+ compounds → 2 therapeutic candidates

Side Projects

I've built 6 side projects outside work and academia: CapexIQ, Study Block, Sensum, VARC Practice, Mac Orchestrator, and Meridian. They cover hospital capital-equipment decisions, study focus, voice typing, CAT practice, Mac control, and a self-hosted RAG search backend. I build them to solve my own problems or explore an idea.

CapexIQ

Web · Decision Support

CapexIQ helps Indian hospitals assess capital equipment decisions; the project has 338+ automated tests. It evaluates MRI, CT, Cath Lab, dialysis units, and ultrasound purchases for financial viability. It turns a quote and operating assumptions into ROI, payback, NPV, IRR, break-even use, and cash-flow timing. It also creates export-ready Excel and Word proposals. It is simple enough for an administrator and detailed enough for a CFO.

Next.js TypeScript React WebMCP

Study Block

macOS · Focus App

I built Study Block, a native macOS focus app, with Swift and SwiftUI. Its latest published release is v1.0.4 (28 July 2026). It includes timed presets, a floating timer, Chrome tab enforcement, app nudges, and local focus history. These features help keep study sessions on track without taking control away.

Swift SwiftUI macOS AppleScript

Sensum

Android · Voice Keyboard

I built my own voice keyboard for Android because I was tired of the default options. Sensum uses Groq's Whisper API to transcribe speech near-instantly and inject it anywhere. It proved that a polished native Android app is within reach in 2026. No CS degree is required.

Kotlin Android Groq API Material Design 3

VARC Practice

Web · Exam Prep

A practice website with a mock interface for the CAT (Common Admission Test). It helps students get used to the exam while they practice Reading Comprehension and Verbal Ability. It features high-quality data from RC99, GMAT 700, and CAT 700. It includes a built-in timer, interactive analytics, and a full dark mode. It offers students their first-ever CAT practice experience with dark mode. This portfolio shows 7 screenshots of the landing, practice, test, review, and results pages.

HTML CSS JavaScript Analytics
# AI Agent → Mac
AI Agent
  → http://localhost:8000/mcp
  → Mac Orchestrator
  → macOS System APIs

# 20 lean MCP tools
mouse_action(x, y, action)
get_screen_text()  # OCR
run_terminal_command(cmd)
execute_macro(actions)

Mac Orchestrator

macOS · MCP Server

Mac Orchestrator is a macOS MCP server with 20 tools for AI agents. I forked the 46-tool project and cut it to 20 tools for mouse, keyboard, terminal, files, and screen OCR. It powers most of my agentic workflows.

Python FastMCP pyobjc macOS
# Files → private index
Local indexer (in mac-orchestrator)
  → chunks + embeds offline
  → Meridian (D1 + Vectorize)

# one index, two readers
Telegram bot        // ask it
mac-orchestrator     // vector_search()

Meridian

Cloudflare Workers · RAG Backend

A self-hosted RAG backend that indexes my Mac's files into Cloudflare D1 and Vectorize. It answers questions over Telegram through a durable, 7-step agentic search loop. It shares its backend with Mac Orchestrator. The same local indexer writes the index that the bot and Mac Orchestrator's search tool both read from.

Cloudflare Workers D1 & Vectorize Workflows Telegram Bot

Where did Jay study?

Master of Hospital Administration

Prasanna School of Public Health, MAHE

8.88 CGPA Class Representative Aug 2024 — Present

B.Sc. (Hons.) Biotechnology

Manipal University Jaipur

8.81 CGPA Best Student Award Oct 2021 — Apr 2024

Skills & Certifications

Operations & Management

I used DMAIC, one of these 4 operations skills, in my QualTech project. It cut plasma bag breakage by 95% and saved ₹2.6L a year.

  • Lean Six Sigma
  • Process Improvement
  • Project Coordination
  • DMAIC Methodology

Data & Technology

These 5 data and technology skills are Python, R, Power BI, Advanced Excel, and RAG-based AI. In my undergraduate research, I used R to screen 3000+ FDA-approved compounds against MRSA targets and identified 2 therapeutic candidates.

  • Python
  • R
  • Power BI
  • Advanced Excel
  • RAG-based AI Systems

Research & Science

This group covers 4 skills: biostatistics, molecular dynamics, data simulation, and research methodology. At MUJ's Structural Biology and Bioinformatics Lab, I screened 3000+ FDA-approved compounds against MRSA targets and identified 2 therapeutic candidates.

  • Biostatistics
  • Molecular Dynamics
  • Data Simulation
  • Research Methodology

Recognition

National Winner — QualTech® Prize Education

Qimpro Foundation · September 2025

The award recognized an innovative process improvement solution. It achieved a 95% reduction in plasma bag breakage and ₹2.6L in annual savings at SAKCON, Hyderabad.

Best Student Award

Manipal University Jaipur · March 2023

Overall excellence in academics and co-curricular activities during B.Sc. (Hons.) Biotechnology.