VADLA HEMANTH
Blue-rimmed portrait of Vadla Hemanth.

Data Science student & builder / Hyderabad

I don’t just
learn.
I build.

Applied AI · Computer vision
Full-stack systems

Explore my work

Scroll to enter my world

Skip to work ↗

01 / Selected work

Less theory alone.
More things built.

Three projects. Different problems.
The same instinct to make an idea useful.

01 / 03Computer vision

Camera-based attendanceAutomatic Attendance System

From a camera frame to a useful college workflow. Connecting attendance capture with the systems around it.

Public prototype snapshot

  • Computer vision
  • Full-stack
  • Workflows
Read project notes
Problem
Camera-based attendance needs to connect to records and everyday college workflows.
Contribution
Developing and iterating on an attendance and college-workflow prototype.
Architecture sketch
Capture → computer-vision processing → attendance records → workflow review.
Evidence & limits
A working prototype under ongoing development. No guaranteed accuracy or deployment scale; no student data appears here.
Earlier public snapshot
From observation to action
Conceptual attendance pipeline: an abstract camera lens connects to vision processing and a stack of attendance records. No real faces or records are shown.
CV / System studyConcept diagram · No student data
02 / 03Applied AI / Research

Satellite researchSatellite-image investigation

Reading patterns from above. Exploring satellite-image screening as a starting point for oil-spill investigation.

Private research experience

  • Satellite imagery
  • Image analysis
  • Research
Read project notes
Problem
A suspicious image region is a prompt for investigation, not proof of an oil spill.
Contribution
Exploring a satellite-image screening and oil-spill investigation prototype.
Architecture sketch
Satellite imagery → candidate screening → context → human investigation.
Evidence & limits
A research prototype. This illustration is synthetic; no real incident, verified detection result, or proven attribution to a vessel is implied.
A signal, not a conclusion
Original conceptual illustration of layered satellite observation, a candidate region, and a context path. The terrain and highlighted region are synthetic, not a real spill.
Satellite research / Observation studySynthetic illustration · Not an incident
03 / 03Agents / Systems

Vendor PaymentMemory Agent

What if the next exception didn’t start from zero? A demo of recurring invoice questions informed by remembered context.

Hackathon / Demo

  • Agent memory
  • Decision history
  • Human review
Read project notes
Problem
Recurring invoice exceptions often need the same context to be reconstructed.
Contribution
Building a demonstration of memory-assisted exception handling.
Architecture sketch
Exception → retrieve prior context → suggest an approach → human review.
Evidence & limits
A hackathon/demo project, not an autonomous payment system. Example vendors are not verified clients, and remembered context still needs review.
Context that carries forward
Conceptual memory-assisted workflow: an exception passes through recalled context toward a human review, with a loop representing prior decision history. No real invoices are shown.
Memory Agent / Context studyConcept diagram · Demo workflow

Built in the open. Still getting better.

More on GitHub

02 / More built & explored

Small tools.
Real questions.

More public work, kept brief.
Open the repository for the details.

04

Web applications

Google Drive Photo & Video Uploader

A self-hosted uploader for moving photo and video collections from a browser to Google Drive.

Implemented project
Public repository
05

Frontend prototypes

Proofa

A student-facing interface for organizing skill evidence, exploring role readiness, and preparing a résumé.

Frontend prototype
Public repository
07

Web applications

EduPeak

Working with serverless hosting and API integration for an online-tuition website, with attention to loading behavior and usability.

Public site · Self-reported development work
Public website
08

Learning tools

DS Master Question Bank Tracker

Organizing questions by unit and topic, preserving variants and source references, and tracking revision progress.

Public study tool
Public study tool
09

Learning tools

Engineering Drawing & CAD Tracker

Organizing drawing topics into expandable groups with question-source labels, solution views, and mobile-friendly navigation.

Public study tool
Public study tool

Public repository visibility checked 2026-10-03. A prototype is not a production claim. Private work is described below without project names.

03 / Experience & explorations

The work
around the work.

Building, collaborating, presenting, learning.
Expand a line for its scope and context.

01College workflow developmentEngineering experience · Ongoing prototype work

Developing classroom-attendance and college-workflow software, with attention to enrollment, review, reporting, and reliable operation.

Computer vision / Backend workflows / Testing

Experience includes requirements, testing, and AI-assisted development. Private implementation details and project branding are withheld. Not a claim of certified deployment or commercial adoption.

02Satellite-image researchApplied ML experience · Research prototype

Exploring image segmentation and geospatial investigation workflows while separating model observations from conclusions that need human review.

PyTorch / Segmentation / Geospatial analysis

Work includes model comparison, checkpoint recovery, and inference experiments. Patch-level experiments do not establish real-world incident attribution or operational deployment.

03Institution-facing website designWeb design experience · Implemented site artifact

Building a responsive product-marketing site for an education-software concept, including themes, platform pages, and clear navigation.

Next.js / TypeScript / Tailwind CSS / Static export

Commercial claims, customer totals, and unverified performance figures are excluded.

04Digital design for UME InteriorsCreative experience · Self-reported project work

Creating promotional posters, web banners, and landing-page content for an interiors business.

Graphic design / Web content / Visual communication

Design contribution does not imply business ownership or full website authorship.

Business website
05English study toolingLearning tools · Implemented study artifact

Turning syllabus and question-bank material into a topic-based tracker with source labels, answers, and per-unit progress.

HTML / JavaScript / Content organization

An independently verified current public deployment has not been established.

06Academic planning toolsPersonal software · Implemented personal tool

Coordinating study tasks, calendars, syllabus coverage, and longer-term goals in a browser-based planning interface.

JavaScript / localStorage / Information design

Planning includes GATE preparation alongside NNRG coursework and the IIT Madras BS. Exam registration, paper selection, and results are not established. Prefilled schedules and counters are not evidence of completed tasks or study outcomes.

07AI-provider interoperabilityDeveloper tooling · Experimental infrastructure

Exploring API compatibility, streamed responses, tool-call handling, and cross-platform setup for AI-assisted coding workflows.

Python / ASGI / HTTPX / Streaming APIs

Provider configuration, aliases, credentials, and private repository details are withheld.

08AI-assisted engineering workflowProcess design · Documented framework

Structuring requirements, research, review gates, handoffs, testing, and recovery so AI-assisted work remains traceable.

Technical writing / Review / Reproducibility

Includes prompt-to-spec clarification and longer-form engineering review processes. Framework versions are grouped here rather than counted as separate software products. A documented workflow is not proof that every project passes every proposed gate.

09Project-report automationExploration · Proposal and presentation artifacts

Preparing a concept for translating field reports into reviewable schedule updates, with evidence spans, duplicate checks, and planner approval.

Workflow design / Human review / Technical proposals

Not presented as a completed application or a client deployment.

10Security-assessment workflowsExploration · Proposal and presentation artifacts

Preparing an offline analysis concept for identifying missing evidence in exported security records and supporting examiner review.

Evidence quality / Offline workflows / Technical proposals

No operational security service, completed implementation, or certification is claimed.

11Source-linked learning resourcesTechnical communication · Created study artifacts

Organizing programming and computing notes into concise guides, worked explanations, and indexed documents with traceable source references.

Java / DBMS / Software engineering / Computer organization / Digital logic

Study material also covers mathematical and statistical foundations. Related Node.js coursework is learning context, not a claim of production experience. AI-assisted learning materials do not imply original textbook authorship, a teaching appointment, or an academic award.

12Institutional proposal preparationTechnical communication · Prepared application and proposal material

Developing problem statements, architecture diagrams, deployment plans, and concise presentation material for innovation-program proposals.

Presentations / Technical writing / Budget planning

Includes portal-ready documents with page-format and file-size checks. Prepared material is not proof of final submission, acceptance, grant funding, or an award.

13Technical event leadershipCampus experience · Self-reported activity

Organizing and leading NNRG technical events, including CodeMania and C Hunt.

Event coordination / Teamwork / Communication

Listed in the public résumé; dates and detailed responsibilities are not independently verified.

14Model United NationsCampus experience · Self-reported participation

Participating as a delegate at NNRG MUN 2026.

Public speaking / Discussion

No committee role, delegation, award, or result is inferred.

15Mathematics and machine-intelligence posterCreative experience · Self-reported presentation

Preparing a technical poster exploring mathematics and machine intelligence for National Mathematics Day.

Technical posters / Visual explanation

Exact date, poster title, co-authors, and awards are not established.

16HackathonZ — Hack2HireHackathon experience · Self-reported participation

Working in a time-constrained team setting and reflecting on building, presenting, and learning from feedback.

Teamwork / Prototyping / Presentation

The recorded personal account describes a 24-hour event organized by the Department of Data Science at Malla Reddy University, School of Engineering 3. The recorded personal account says the team did not reach the final round. No prize, finalist status, or specific project identity is claimed.

17Hackathon research and demo preparationHackathon experience · Preparation and project artifacts

Researching problem statements, comparing feasible prototype approaches, and preparing demos, scripts, and supporting explanations.

Research / Prototyping / Demo storytelling

Supplied team material lists Hemanth as team leader for student hackathon proposal preparation. That role is source-reported; project preparation does not establish event attendance, final selection, or a competition result.

18College-site redesign studyWeb design experience · Self-reported design work

Exploring an institution-style website redesign with typed frontend components, a restrained visual system, and purposeful animation.

React / TypeScript / Tailwind CSS / GSAP

No official college commission, public deployment, or endorsement is established.

19Visual C-programming materialTechnical communication · Self-reported created material

Preparing an Excalidraw-based visual explanation package for introductory C programming.

C / Excalidraw / Visual teaching

Creating material does not establish a teaching appointment or a delivered course.

20School-level tutoringTeaching experience · Self-reported activity

Supporting school-level learners through explanations and study guidance alongside undergraduate study.

Tutoring / Explanation / Learning support

Dates, employer, learner outcomes, and teaching credentials are not independently established.

21Technical-event communicationCreative experience · Self-reported writing work

Refining technical-program descriptions and workshop feedback messages so participants can understand the purpose and next steps.

Editing / Event copy / Technical communication

Includes communication about an AI-portfolio workshop and a wireless-technology faculty-development program. Writing about an event does not establish attendance, organizing responsibility, or subject expertise.

22Video and image editingCreative experience · Self-reported creative work

Exploring short-form edits, image treatments, and video-quality workflows with conventional and AI-assisted tools.

Video editing / Image editing / FFmpeg

Unverified view counts, engagement figures, and commercial results are excluded.

23Motion-led portfolio storytellingCreative experience · Creative direction · In progress

Developing a portrait-to-computing visual story that connects identity, thought, and project work through a continuous sequence.

Storyboarding / Motion direction / Visual narrative

A presentation iteration of the portfolio, not a separate software-product achievement.

24Exam-support platform explorationExploration · Concept and iteration requests

Exploring course access and enrollment flows for a student-focused tuition and examination-support platform.

Education technology / Enrollment UX / Product requirements

Completion and the relationship to other tuition-site work are not established. Not counted as an additional delivered product or a promise of examination results.

25Cloud deployment and troubleshootingEngineering experience · Self-reported practical exploration

Moving web and AI prototypes between machines, troubleshooting hosting and tunnels, and configuring background folder sync with Google Drive.

Cloudflare / Cloud VMs / Deployment / Troubleshooting / Rclone / systemd

The source reports Rclone and a Linux background service for persistent folder synchronization. Persistent operation is an intended mode, not measured uptime or verified backup recovery. No certified cloud role or ownership of particular hardware is inferred.

26Faculty timetable automationDocument automation · Implemented automation · Source-reported

Generating individual faculty timetable documents from master Excel files in Python, with formatting preserved across Excel, Word, and PDF outputs.

Python / Spreadsheet automation / Document generation

Includes merged cells, colour-coded layouts, pagination controls, and conflict visibility. Implementation is described in the supplied source history; original scripts were not re-tested for this portfolio. No faculty records, measured time savings, or official adoption claims are published.

Personal, academic and project experience—not an invented employment history. Self-reported activity and proposals are labelled.

04 / Education

The foundations.

  • BS in Data Science and ApplicationsIndian Institute of Technology Madras

    Pursuing · Résumé-stated

    April 2025 → expected 2029 · self-reported
  • B.Tech in Computer ScienceNNRG

    Pursuing · Résumé-stated

    August 2025 → expected 2029 · self-reported
  • IntermediateSR Junior College

    Completed · Self-reported

  • Class 10St Peters School

    Completed · Self-reported

05 / The person behind the work

Curiosity is the start.
Making it useful
is the work.

Hemanth.

I’m Vadla Hemanth, a developer and Data Science student based in Hyderabad.

I build and experiment with computer vision, AI-powered applications, and full-stack systems—from classroom attendance tools to satellite-image analysis and memory-enabled agents.

I care about what happens beyond a demo: how a system handles uncertainty, how people use it, and how reliably it works.

My way of working
  1. Understand the problem.
  2. Make something tangible.
  3. Test, question, refine.

06 / Tools I build with

The tool follows
the problem.

A working toolkit, not a scorecard.
Chosen for what the project needs.

Used in projects

Programming & data
Python · JavaScript / TypeScript · NumPy · pandas
AI & computer vision
OpenCV · PyTorch · InsightFace · ONNX Runtime
Web & interfaces
React · Next.js · HTML / CSS · Tailwind CSS
APIs & systems
Flask · FastAPI · PostgreSQL · Redis · Celery
Workflow & design
Git / GitHub · Docker · Cloudflare · Colab · UI / UX

07 / What’s next?

Have a problem
worth building for?

Good work starts with a good question.
Find my code and current projects on GitHub.

Find me on GitHub

A candid look at a work in progress. Diagrams explain the idea; they are not product screenshots or measured results.