Hi, I'm @divyaprakash,
Founding Engineer
who builds AI systems
with HITL + MCP + RAG
Work Experience
End-to-end ownership across architecture → engineering → deployment → adoption, with a strong bias for shipping fast and iterating in production.

AUM Group
Founding Full-Stack Engineer & Product Lead
Nov 2023 – Present · SaaS / HR Tech
- •Built TimekeeperX (timekeeperx.com) — multi-tenant HRMS from zero on AWS ECS (Node.js, Next.js, MongoDB)
- •Adopted by 20+ companies, 5,000+ employees in production
- •Built AI hiring agent: Amazon Nova 2 Sonic over SIP for autonomous candidate screening
- •Built agentic HRMS navigation: Gemini Live API + AgentLens for voice-driven UI
- •Led Quantamental Stock Prediction System: XGBoost/LightGBM ensemble + FinBERT sentiment
- •Full infrastructure ownership: AWS ECS, Terraform, CI/CD, Docker
- •Philosophy: ship fast, instrument everything, iterate in production
20+ companies across India
TimekeeperX — Multi-Tenant HRMS
Production multi-tenant HRMS built from zero. Single codebase serving 20+ companies with full tenant isolation, role-based access, and real-time data. Live at timekeeperx.com.
- Multi-tenant auth with full tenant isolation and RBAC
- Attendance & leave management with approval workflows
- Payroll engine with automated calculations and reports
- AWS ECS deployment with Terraform IaC and auto-scaling
- Gemini Live + AgentLens for voice-driven HRMS navigation
- AI hiring agent via Amazon Nova 2 Sonic over SIP
- Next.js dashboard with real-time updates and mobile support
AI Hiring Agent (Amazon Nova 2 Sonic)
Autonomous candidate screening over the phone. Amazon Nova 2 Sonic + SIP protocol — no human in the loop for first-round screening.
- SIP integration: receives and makes real phone calls via VoIP
- Amazon Nova 2 Sonic: real-time voice conversation with candidates
- Structured screening: experience, skills, availability, culture fit
- Automated report: full transcript + scoring → HRMS
- HITL escalation: flags edge cases for human review
Agentic HRMS Navigation (Gemini Live)
Voice-driven navigation of TimekeeperX using Gemini Live API + AgentLens for real-time visualization of AI agent actions in the browser.
- Gemini Live: real-time voice understanding + intent classification
- AgentLens: cursor animations and element spotlight for agent actions
- Natural language commands navigate HRMS workflows
- WebSocket bridge between voice model and browser UI
- Sub-200ms action latency in production
DreamLayer AI
Backend Engineer (Open Source Contribution)
Jun – Aug 2025
Built ComfyUI custom node for novel-view synthesis: MiDaS depth estimation + Luma Photon Flash API. Dockerized dev environment with CI health checks.
Software Engineer
Nov 2022 – Nov 2023 · Drone Survey / GIS
Built photogrammetry pipeline using Colmap and OpenDroneMap — converting drone footage to 3D stockpile models for coal mine volume estimation. Set up on-premise Traccar GPS tracking system for 5-truck fleet in real time.
"Testimonial available on request."

Evergreen Technologies LLC
Quantitative Developer (Intern)
Oct 2019 – Jan 2020 · Fintech · NJ, USA
Contributed to IYKA Trading platform: MySQL DB-API integrations, RabbitMQ and Crossbar.io event-driven messaging architecture.
Rutgers Research (2017–2018)
R.A.D.I.C.A.L Lab: HPC interoperability for Radical-Pilot on XSEDE (Comet/Stampede). Cyber Physical Systems Lab: autonomous control for BlueROV2 underwater robot (ArduSub).
"Testimonial available on request."
Projects
divyaprakash0426AI Systems Built
Production AI systems, not demos. Each solves a real problem at scale.
Agentic HRMS navigation via Gemini Live + AgentLens
Autonomous candidate screening via Amazon Nova 2 Sonic over SIP
GPU pipeline: gameplay → viral short-form content. Top 5 HackerNews.
Browser library: visualize AI agent actions in real-time
YOLOv8 shuttlecock + player tracking in real-time
XGBoost/LightGBM + FinBERT stock prediction pipeline
TimekeeperX
Multi-tenant HRMS built end-to-end on AWS ECS (Node.js, Next.js, MongoDB). Adopted by 20+ companies and 5,000+ employees. Full attendance, payroll, leave management, and AI-powered navigation via Gemini Live + AgentLens.
AutoShorts
GPU-accelerated pipeline that converts raw gameplay footage into viral short-form content. Top 5 HackerNews, 100+ GitHub stars, Runner-up GitHub Copilot CLI Global Hackathon 2026.
AgentLens
Framework-agnostic browser library for visualizing AI agent actions in real-time. Cursor animations, element spotlight, and interaction tracking — works with React, Vue, and vanilla JS.
TidyTUI
Rust terminal UI for Linux system cleanup. Published on crates.io and available on the Arch Linux AUR. Built with Ratatui.
Badminton Vision Analytics
Real-time shuttlecock and player tracking using YOLOv8/v11. Shot classification, rally analytics, and performance metrics via computer vision.
Parameter Golf
OpenAI Model Craft Challenge: 16MB language model trained in 10min on 8×H100s. Novel architecture: BLT tokenization + MLA attention + KAN + BitNet. IEEE/arXiv paper submitted.
Anthropic-Certified AI Developer
Agentic Systems · MCP · Voice AIBuilding production agentic systems is my daily work — from voice AI hiring agents over SIP to Gemini Live-powered HRMS navigation. Anthropic-certified across MCP, agents, and subagents.
- ›Voice AI: Built autonomous candidate screening agent using Amazon Nova 2 Sonic over SIP — full phone-round screening without human involvement
- ›Agentic HRMS: Integrated Gemini Live with AgentLens to enable voice-driven navigation of a production HRMS used by 5,000+ employees
- ›Open-source AI: AgentLens provides real-time visualization of AI agent actions (cursors, spotlights) for any framework
- ›Research AI: Parameter Golf — trained 16MB LM in 10min on 8×H100s with novel BLT + MLA + KAN + BitNet architecture
Research & Recognition
@divayaprakashq
AutoShorts — GPU pipeline that converts raw gameplay into short-form videos. Watch the demo:
YouTube: youtube.com/watch?v=JZawIDjbxCg
@divyaprakash0426 · AutoShorts
"AutoShorts full demo — gameplay to viral short-form video in seconds"
Runner-up — AutoShorts
GPU-accelerated gameplay-to-shorts pipeline. Top 5 HackerNews, 100+ GitHub stars.
Parameter Golf — 16MB LM in 10min
Novel architecture: BLT tokenization + MLA attention + KAN + BitNet. Trained on 8×H100s. IEEE/arXiv paper submitted.
Train Drag Reduction Feasibility Study
OpenFOAM CFD analysis for Bird Eye View Pvt. Ltd. — feasibility study commissioned by Ministry of Railways.
Top 11 / 5,000+ Teams
National robotics competition organized by IIT Bombay. Top 11 finish out of 5,000+ participating teams.
Anthropic-Certified AI Developer
MCP · Agents · Subagents · AI FluencyCertified by Anthropic across the full agentic stack: AI Fluency Foundations, Agent Skills, Subagents, MCP (basic + advanced). Building production agentic systems — voice AI, autonomous agents, multi-step LLM pipelines — is my daily practice.
Education
MS in Computer Engineering
GPA 3.5 · Coursework: HPC, Cyber-Physical Systems, ML. Research: Radical-Pilot HPC interoperability (R.A.D.I.C.A.L Lab), BlueROV2 underwater robot (CPS Lab).
B.E. in Electronics Engineering
CGPA 8.0/10 · Specialization in embedded systems and signal processing. Foundation for robotics and hardware-software co-design work.
