I'm Dhadi Sai Praneeth Reddy, Co-Founder and CEO of Atlas AI Labs. I build sovereign AI for governments and enterprises, where getting it wrong has real consequences.
For six months I researched alone, then wrote what became The Endless Ocean: Oceanography, Volume 1, an introductory textbook of about 300 pages across 15 chapters.
That was when I learned how far a question can take you if you refuse to stop at the easy answer.
I kept writing after that, story books included. One of them comes back later in this story.
Non-fictionThe Endless OceanOceanography, Volume 1D. S. Praneeth Reddy
In 10th class, thanks to YouTube, I started learning the C language.
I didn't stop at tutorials. I kept building.
Over time I shipped projects across around forty different frameworks and tools. In 12th class I began researching computer science and development, and started learning AI and machine learning.
03
Chapter 03 · Research and competing
Where AI became the mission
In my first year of B.Tech at Vasavi College of Engineering, I began publishing research papers at conferences and went deep into AI research. Watching how fast the field was moving, and how much it could change, is what pulled me in for good.
That same year I started entering AI hackathons. Smart India Hackathon took me through department, campus and regional rounds before I couldn't move forward. It was disappointing, and it made me work harder.
In March 2025 I took part in Gen AI Hackathon 2025 at Vasavi, with SmartBridge, nasscom and FutureSkills Prime, and won 1st place among 80+ teams with QwiX CV. It was my first win.
I also won 1st place at HackIndia 2025 Spark 6, a 36-hour overnight hackathon at CBIT, among 60 finalist teams, and went on to be a national finalist in the top 30.
1st place, Gen AI Hackathon 2025
1st place, HackIndia 2025 Spark 6, then national finalist
Building QwiXGenie then showed me what AI does when it reaches people who were never served before: 600,000 learners, many from Tier-2 and Tier-3 cities, getting a patient tutor in their pocket. That is the version of AI I care about.
Not the demo, but the system that quietly makes a difference for someone who needed it.
Competition record
Event
Result
Organizer
Smart India HackathonMinistry of Education's Innovation Cell and AICTE
Shortlisted: department, campus, regional
Ministry of Education's Innovation Cell and AICTE
Gen AI Hackathon 2025NASSCOM FutureSkills Prime × SmartBridge
Winner
NASSCOM FutureSkills Prime × SmartBridge
Inter-Collegiate Competition on Anti-Drug Awareness, Shield AI posterTelangana Anti-Narcotics Bureau (TGANB)
Best Poster Award
Telangana Anti-Narcotics Bureau (TGANB)
HackIndia 2025 Spark 6 (36 hours)Hack India, at CBIT
Regional winner, national finalist
Hack India, at CBIT
04
Chapter 04 · EAGLE Force Shared within authorized limits
From a storybook to a state platform
I write story books, so I wrote one about the fight against drugs: Phoenix Rising: The Fight Against Drugs. I submitted it to Shri Sandeep Shandilya, Retd. IPS, Director of EAGLE Force, then known as the Anti Narcotics Bureau. Soon after, the Bureau held an anti-drug awareness event at Vasavi.
Alongside the book I had built Shield AI, a questionnaire-based assessment that estimates how close someone is to addiction. I presented it to the Bureau's team as a poster and won the poster presentation competition.
Best Poster Award from TGANB Director Sri Sandeep Shandilya IPS
Soon after, the EAGLE Force team called me to the office and gave me real work: build the platform. Over months, as a solo developer and under the guidance of DIG Shri Abhishek Mohanty, IPS, and SP Shri KCS Raghu Vir, I built a 26-module ecosystem on a .gov.in domain with three AI engines: SAHAY AI (a 24/7 multilingual support companion in English, Telugu, Hindi and Urdu), SHIELD AI (a risk assessment engine) and MITRA-TG (an early-warning screening tool for parents and educators). The platform was formally launched on 31 March 2026 by Shri B. Shivadhar Reddy, IPS, Director General of Police, Telangana.
From the first line of code to a live deployment on a government domain.
Earlier, on 26 June 2025, the Hon'ble Chief Minister of Telangana, Shri Anumula Revanth Reddy, recognized me as an "Anti-Drug Awareness Soldier" with a medal at the TGANB Anti-Drug Awareness Awards.
I come from Tatipamula village in Wanaparthy and study in Hyderabad. This chapter is proof to me that local talent can build national-scale technology.
Story bookPhoenix RisingThe Fight Against DrugsD. S. Praneeth Reddy
Presenting Phoenix Rising to the Director of EAGLE Force
Felicitated by the DGP at the platform launch, 31 March 2026
Recognized by the Chief Minister of Telangana, 26 June 2025
05
Chapter 05 · Industry
From the field to the firm
After the EAGLE Force deployment, the Director of TGICCC, a retired IPS officer, invited me to join as a Full Stack AI Engineer intern, working on Dial 112 and the TGICCC website and applications. I worked with the team closely and learned what emergency-grade software demands.
In my third year, second semester, I joined Techmatic Systems on a fast-track offer, a year before finishing my B.Tech. I am glad I did: it put me inside a team shipping agentic products, including FlowOS, and into the founding core of Botella AI Labs.
A job offer a full year before graduation.
06
Chapter 06 · Why sovereign and agentic
Intelligence that stays where it belongs
Most of what I build runs inside public institutions: drug law enforcement, emergency response, cybercrime units. That data can't be shipped to someone else's servers.
The models have to live where the people using them do.
That's why I pretrained EagleAI from scratch and why T-RACE ONE runs on-device.
Agentic systems are the other half. Real work is a chain of decisions, not a single prompt, and I want systems that plan, act and can be checked at every step.
07
Chapter 07 · The mark
One ribbon, one orb
The mark is a 7 folded from a single continuous ribbon, carrying an orb at its center, drawn in the gradient that runs from cyan through blue to magenta and orange.
The 07 is the signature.
dspraneeth07
The folded ribbon stands for systems built end to end, in one piece. The orb is the intelligence it carries, held at the center, not sent away.
Co-Founder, CEO and AI Researcher at Atlas AI Labs, a student-led AI research lab at Vasavi College of Engineering, Hyderabad, building agentic systems, sovereign AI tools and open research infrastructure.
What I built
T-RACE ONE (flagship): India's first sovereign OSINT identity intelligence platform. Correlates digital presence across 2,003+ platforms (1,168+ India-specific) in under 60 seconds; DPDP Act 2023 compliant, on-device, built for law enforcement and threat intelligence teams.
AOLP: a theoretical framework reframing AI development as irreversible physical phase transitions, introducing Developmental Gating, the Irreversibility Index (DII) and the Law of Compressive Necessity toward ontogeny-driven AGI.
KiranaChain: a multi-agent negotiation benchmark on India's 12–14M kirana-store economy, modelling informal credit, supply-chain dynamics and multilingual commerce. Released on Hugging Face (DOI 10.57967/hf/9015).
NeuroGenesis: a self-optimizing compiler using Transformer IR encoding and RL that discovers optimization rules autonomously: 0.28 execution-cost reduction vs. a 0.00 LLVM baseline, outperforming MLGO and AutoPhase.
GCT-100K: a 100,000-sample cyber-manipulation benchmark (phishing, OTP fraud, social engineering) with a novel Cognitive Manipulation Score (CMS). Apache 2.0.
Tools
Agentic AI
Transformers
Reinforcement learning
OSINT
GNNs
LLM research
Measurable result
2,000+platforms parsed by T-RACE ONE in under a minute
TS
AI Engineer
Techmatic Systems India Pvt Ltd · Full-time
Hyderabad, Telangana, India · On-site
Jul 2026 – Present
Context
Joined on a fast-track offer a year before finishing my B.Tech, inside a team shipping agentic products, and into the founding core of Botella AI Labs. Shipped FlowOS, a portable offline AI system, a 1M-row enterprise dataset, and a full company website and SEO overhaul in the first three weeks.
What I built
Built FlowOS, a full-stack agentic workflow builder (visual designer, multi-agent orchestration, connector framework, execution engine). Validated across 400 automated and manual test cases at a 100% pass rate; packaged as a Windows desktop app (Electron) with a zero-touch auto-installer for Python/uv dependencies.
Built AirDrive, a privacy-first portable AI platform running a local LLM, RAG pipeline and web search entirely from an encrypted external drive, with zero host-system data footprint.
Engineered a 1,000,000-record, 224-attribute synthetic enterprise dataset with a custom generation pipeline built from scratch; published on Hugging Face with full documentation for AI training and IP licensing.
Rebuilt and deployed the company's production website, then delivered technical SEO across 25 pages: JSON-LD (FAQ/Product schema), GA4, Google Search Console and Microsoft Clarity, shipped with zero console errors.
Evaluated cloud (Claude API) vs. local-LLM architectures for the core platform and drove a tool-calling-first design that reduced inference dependency and operating cost.
Selected to the founding core team of Botella AI Labs, owning a research charter across Cybersecurity AI, Agentic AI Safety and proprietary LLM/SLM architecture; co-authoring a Cybersecurity AI paper (Methodology, Related Work).
Tools
Electron
Python
uv
Local LLMs
RAG
Claude API
Hugging Face
JSON-LD
GA4
Measurable result
100%pass rate across 400 FlowOS test cases
EF
AI Engineer
Elite Action Group for Drug Law Enforcement (EAGLE), Telangana Police · Internship
Hyderabad, Telangana, India · Hybrid
Jun 2025 – Mar 2026 · 10 mos
Shared within authorized limits
Context
Solo architect of eagleforce.tspolice.gov.in, India's first AI-integrated law enforcement platform: a 26-module ecosystem on a .gov.in domain with three AI engines, built from the first line of code to live production under the guidance of DIG Shri Abhishek Mohanty, IPS, and SP Shri KCS Raghu Vir. Formally launched on 31 March 2026 by Shri B. Shivadhar Reddy, IPS, Director General of Police, Telangana.
What I built
SAHAY.AI: a 24×7 multilingual conversational AI (English, Telugu, Hindi, Urdu) giving anonymous, real-time support for substance-abuse intervention, with structured guidance workflows for user safety at scale.
SHIELD.AI: a predictive risk-assessment engine using behavioural pattern analysis to generate personalised prevention strategies and enable early intervention.
MITRA-TG: an adolescent screening tool for parents and educators, built confidentiality-first and multilingual for early detection of substance-use risk.
EagleAI: sole architect and trainer of a proprietary 3.1B-parameter transformer built from scratch (custom architecture, pretraining pipeline and tokenizer), trained on Indian drug-law-enforcement data, TGANB policy documents and Eagle Force operational knowledge.
Tools
React 18
TypeScript
Vite
Tailwind CSS
Node.js
Express
MongoDB Atlas
i18next
React Query
Radix UI
Measurable result
26modules on a .gov.in domain, with three AI engines (SAHAY AI, SHIELD AI, MITRA-TG), launched by the DGP on 31 Mar 2026
TP
Full Stack AI Engineer Intern
Telangana Police · Internship
Hyderabad, Telangana, India · Hybrid
Apr 2026 – Jul 2026 · 4 mos
Shared within authorized limits
Context
Invited after the EAGLE Force deployment to build for Telangana's state emergency response under the Telangana Integrated Command & Control Centre (TGICCC): Dial 112, and the TGICCC website and applications.
What I built
Architected and developed the TGICCC operational portal and the Dial 112 emergency web application, with responsive interfaces on high-throughput backend services handling real-time public-safety data.
Designed ML-driven routing protocols to optimize dispatch between Public Safety Answering Points (PSAPs) and field officers, with predictive modules prioritizing high-urgency traffic during critical incidents.
Reduced emergency response contact time through low-latency backend logic, asynchronous queue management and optimized API endpoints across multi-agency workflows.
Production deployment with real-time WebSockets, telemetry logging and secure state management for live monitoring of emergency communication health.
Tools
Python
Node.js
React
WebSockets
REST APIs
Tailwind CSS
QZ
Co-Founder & CTO
QwikZen Group India · Full-time
Hyderabad, Telangana, India · Remote
Nov 2023 – Jan 2026 · 2 yrs 3 mos
Context
Co-founded and led QwikZen Group India as CTO, building production-grade generative AI platforms for learners and developers across India. Scaled QwiXGenie to 600,000+ enrolled learners within months of launch.
What I built
QwiXGenie: personalised AI coding and technical tutoring for Tier-2 and Tier-3 cities. LLM tutors fine-tuned on curated programming corpora, with adaptive engines that decompose questions into conceptual gaps and surface debugging strategies over final answers. Minimal data collection, encryption at rest and in transit, parental dashboards and content moderation.
QwiX CV: AI resume optimization with real-time ATS scoring, job-description matching and automated visibility enhancement.
QwiX Shield: anonymous, accessible AI support for drug recovery and prevention.
QwiXlate AI: an end-to-end multilingual platform with proprietary LLM-powered speech-to-text, text-to-speech, real-time translation, grammar refinement and voice interaction across 100+ languages, on a privacy-first, zero-storage inference architecture.
Contributed to ĀTMA-SLM (Autonomous Trans-Material Meta-Architecture SLM), a deterministic Rust-based neuro-symbolic inference engine: 1.13M signal QPS, 800 ns p50 latency, 7.4M O(1) graph queries and 94.2% crash-safe recovery.
Led a 25-member cross-functional team shipping 5+ AI products (QwiXGenie, QwiX CV, QwiX Shield), with a 92% resume improvement rate on QwiX CV.
QwiXGenie case study published as Chapter 26 of the Impact India AI Summit 2026 AI in Education Casebook, alongside national-scale EdTech initiatives.
Tools
LLMs
Fine-tuning
Generative AI
Content moderation
Measurable result
600K+learners on QwiXGenie
GS
Mentor
GirlScript Summer of Code · Full-time
Hyderabad, Telangana, India · Remote
Aug 2025 – Oct 2025 · 3 mos
Context
Selected as a technical mentor for GirlScript Summer of Code 2025, one of India's largest open-source programs, guiding contributors across three projects in full-stack web development, machine learning and AI.
What I built
Reviewed pull requests and gave architectural and code-quality feedback.
Unblocked contributors on technical challenges and kept project standards consistent through the program.
Tools
Code review
Open source
Mentorship
Measurable result
3open-source projects mentored
IA
Research Member
International Association of Engineers (IAENG) · Part-time
Hong Kong · Remote
Nov 2023 – Mar 2025 · 1 yr 5 mos
Context
Member of the International Association of Engineers, a non-profit global body connecting engineers and computer scientists across 30+ countries.
04Education
Where I've learned
01
Vasavi College of Engineering
B.Tech, Computer Science & Engineering
Sep 2023 – Aug 2027
Member, Cognext Club (AI/ML club, CSE department)
Winner, paper presentations at Acumen CS Fest (2024 & 2025)
Winner, Gen AI Hackathon 2025
Winner, HackIndia Regional Hackathon 2025
Winner, Poster Expo (TGANB) at the Inter-Collegiate Anti-Drug Awareness Program 2025
