Planner
Reads the goal, splits it into subtasks and assigns each one to the right agent.
Research · Talent · Products
AlgoProfessor AI R&D Solutions
Agentic AI that plans, reasons and acts for finance
Advancing the frontiers of artificial intelligence through cutting-edge research, world-class training programmes and production-grade AI products. From federated learning to agentic architectures, we build what comes next.
agent> Plan → Retrieve → Reason → Act → Evaluate
PlannerRetrieverReasonerExecutorEvaluator
AlgoAgentic BrainEst. 2018 · Hyderabad, India
22+Years in AI
16Platforms
60+Research papers
56Ph.D. & post-doc scholars
AlgoAgentic Core
One agentic core. Five agents at work.
Every AlgoProfessor product runs on the same loop. A planner breaks the goal down, a retriever gathers evidence, a reasoner decides, an executor acts through tools, and an evaluator checks the result before anything ships.
OrchestratorAlgoAgentic Brain
algoagentic run --live
Simulation of an AlgoAgentic runMCP · LangGraph · CrewAI · RAG
Retriever
Pulls evidence from markets, scans, papers and records through RAG and GraphRAG.
Reasoner
Weighs the evidence with fine-tuned LLMs and domain models, then chooses a path.
Executor
Calls tools over MCP: backtests, inference, drafting, scheduling and deployment.
Evaluator
Checks risk, accuracy and citations, and sends edge cases to a human expert.
Agent Architecture
Built in layers, so every product inherits trust.
From foundation models to guardrails, each layer is shared across QuantOracle, our healthcare AI, AlgoCrew OS and the learning platforms. Improve a layer once and every product gets better.
Products
QuantOracle™, healthcare imaging, Smart LMS, AlgoCrew OS, AI Security and AlgoMarketer.
Where users meet the agentsGuardrails & Evaluation
Risk limits, human-in-the-loop review, citation checks, PII masking and audit trails.
Nothing ships uncheckedOrchestration
LangGraph, CrewAI and AutoGen graphs that route work between planner, reasoner and executor.
Agents that cooperateTools & MCP
MCP servers for market data, imaging, scholarly search, ERP, code and cloud deployment.
Agents that actMemory & Retrieval
Vector stores, knowledge graphs and GraphRAG over papers, filings, scans and course content.
Agents that rememberFoundation Models
Frontier and open LLMs fine-tuned with LoRA, QLoRA, RLHF and GRPO, plus vision transformers.
Agents that thinkThe AlgoProfessor Ecosystem
Everything we run, in one place.
Sixteen AlgoProfessor platforms. Learn on our course portals, build with our products, and publish through our research and publication arms.
Who We Are
Research, talent and products from one lab in Hyderabad.
An applied AI research and development studio that turns frontier ideas into working systems, from frontier research to deployable AI.
AI R&D Services
Sponsored and collaborative research delivered to publishable, deployable standards.
- Custom model design and training
- Journal and patent grade research
- Algorithm and architecture consulting
- University and industry tie-ups
Live Internships
Mentored, project-first internships that build real, shippable experience.
- Hands-on live industry projects
- One-to-one expert mentorship
- Research paper co-authoring track
- Verified certificates and referrals
AI Product Development
End-to-end product builds, from prototype to scaled production deployment.
- Full-stack AI product engineering
- Agentic and LLM-powered platforms
- MLOps, cloud and secure delivery
- Ongoing support and scaling
We also offer
University Training & ConsultingResearch Papers End to End (IEEE · Springer · Elsevier · Q1)Custom AI/ML & Data AnalyticsR&D Consultancy & Technology TransformationEnterprise Product Development
Innovation Lab
Eight research verticals feed the product line.
Research-backed systems solving real problems across healthcare, finance, privacy and education. The full catalogue lives at products.algoprofessor.com.
Agentic AI Systems
Self-improving, tool-using autonomous agents and multi-agent workflows.
Precision Healthcare AI
HealthTech diagnostics such as OcuEvolve and DeepCardio-RAG.
Algorithmic Trading
FinTech quant engines like QuantOracle and the Dr. Zero framework.
Graph ML & Trusted LLMs
Graph learning and trustworthy LLMs such as GraphTrust LLM.
Post-Quantum Security
Quantum-safe security, privacy-preserving pipelines and cyber defence.
Physical AI & Robotics
Embodied, autonomous systems bridging perception, control and action.
EdTech AI Platforms
Adaptive learning platforms powering our live AI Scientist programmes.
MarTech & Applied NLP
Language and analytics engines for marketing, search and personalisation.
★ Flagship product
QuantOracle™
AI-powered market intelligence platform
Proprietary dual-engine architecture for NIFTY, BANKNIFTY and top NSE stocks. CoreSignal™ and AlphaEdge™ engines run four specialised QuantModules™ (VectorPulse™, StormSense™, SpringBack™ and ThrustEdge™), activated by the QuantRoute™ dispatch matrix.
CoreSignal™ primary engineAlphaEdge™ expert routingStrategy backtesting labNSE data upload & forecastReal-time signal intelligenceMulti-timeframe analysis
8ScanPaths
6Depth cycles
30QuantSignals
60dLookback
Agentic Portfolio Optimization Engine
Six-agent architecture for algo trading: market data, fundamental, sentiment, technical, risk and execution agents. Deep RL (PPO/SAC) with TWAP/VWAP, agentic RAG over 50K+ documents and Dr. Zero meta-learning. 23% alpha, 38% drawdown reduction, 91% accuracy and 10K+ signals a day.
AI-Powered Healthcare Image Analytics
Four diagnostic modules: OcuEvolve-Hybrid (retinal, 97.8% accuracy), CKD detection (99.9%), DSSViT-MHCA (pneumonia, 60% fewer parameters) and Alzheimer's (Whisper + MRI 3D-CNN, 94.2% sensitivity). Serving three hospitals.
Smart LMS & AI Examination Portal
AlgoLMS with agentic AI tutors (RAG over 5K+ documents), adaptive learning (Bayesian KT) and plagiarism and AI detection (DeBERTa, 94% F1). AlgoExam adds auto question papers and AI proctoring. 500+ queries a day, 3K+ students.
AI Smart Digital Marketing Suite
Five-agent AlgoMarketer platform: content strategist, SEO intelligence, social analytics, creative design and campaign orchestrator. 45% more traffic, 28% higher CTR and 15+ clients.
Privacy-Preserving Federated Learning
Federated learning for healthcare with differential privacy, secure aggregation and HIPAA compliance. Models train across hospital nodes without sharing patient data.
GATE DA Test Series Portal
700+ questions across 7 sections, an adaptive difficulty engine, a detailed analytics dashboard and AI-powered performance tracking for GATE Data Science & AI.
3-Month Immersive Internship
Ninety days. Three phases. Real projects.
Mentored, project-first internships from AI foundations to agentic AI systems, with real R&D projects and publication opportunities.
90Days
12Milestones
16+Projects
3Phases
44AI tools
Foundations
Git, Python, core libraries, ML, deep learning, databases and RAG. The complete AI engineering foundation, built from scratch.
PythonNumPyPandasScikit-learnPyTorchTensorFlowSQLMongoDBGitDocker
LLM Engineering
Frontier models, fine-tuning (LoRA, QLoRA, RLHF), prompt engineering, APIs, RAG pipelines and vector databases.
GPT-4oClaudeLLaMAMistralLoRAPEFTLangChainPineconeChromaDBFastAPI
Agentic AI
Multi-agent systems, MCP servers, LangGraph, CrewAI, agent orchestration and production deployment.
LangGraphCrewAIAutoGenMCPReActK8sMLflowAWSStreamlitCI/CD
Open for:B.TechM.TechPh.D.Post-Doctoral
Live Industry Projects
Real-time project exposure, not toy assignments.
1:1 Expert Mentorship
Mentorship from industry experts on the latest technologies.
Paper Co-Authoring Track
Work towards a research publication with the team.
Certificate & Placement
Verified certificates, referrals and placement support.
Internship Results · Paid 3-Month AI Internship
100 students started. 2 finished. Both got placed.
The finish line belonged to the few who showed up every single day. Talent opens the door, but consistency walks you through it.
Their work: GitHub · 228W1A1274 ↗ · GitHub · sheshikala-m ↗
AlgoProfessor Courses · Cohort 2026
Six tracks. One future.
30-day intensive programmes led by Dr. S. Satyanarayana and industry faculty. Syllabus available on request.
Full Stack AI Scientist
24 weeks200+ hours
- Python, ML, DL, computer vision and NLP
- LLMs, RAG and fine-tuning (LoRA/RLHF)
- Full stack (React, FastAPI, Docker, K8s)
- Capstone: an end-to-end AI product
₹1,00,000Enroll →
AlgoTrading Scientist
20 weeks180+ hours
- Quantitative finance and market microstructure
- RL for trading (DQN, PPO, SAC)
- QuantOracle™ engine architecture
- Capstone: a live strategy on NIFTY 50
₹2,00,000Enroll →
Careers at AlgoProfessor
Seven research roles. Two openings each.
Join the lab that builds QuantOracle, AlgoCrew OS and our healthcare AI. Your application goes straight to the CEO's office, with the CTO in copy.
Looking for MS, Ph.D. or post-doc admission?
Our research portal guides you to world top-ranked universities, from shortlisting to visa.
Leadership
Meet the founder.
Technology entrepreneur with 22+ years architecting and shipping AI systems at scale. He founded AlgoProfessor AI R&D Solutions to deliver SaaS AI products across FinTech, HealthTech, EdTech and MarTech. He has built 10+ production AI platforms, published 60+ papers (SCI, Scopus, IEEE), authored 11 books (ISBN) and holds 11+ patents. He works from hands-on model architecture to board-level strategy, with deep expertise in agentic AI, autonomous multi-agent systems, LLMs and deep learning.
22+Years
10+AI platforms
60+Papers
11Books
11+Patents
56Ph.D. & post-doc scholars
200+Professionals trained
15+Clients
23%Alpha (Dr. Zero)
Core Expertise
Agentic AI & Multi-Agent Systems
LangGraph, CrewAI, AutoGen, MCP, ReAct, tool-augmented LLMs and self-evolving frameworks.
LLMs & Generative AI
GPT-4o, Claude, Gemini, LLaMA 3, Mistral, DeepSeek-R1, LoRA/QLoRA, RLHF, GRPO and GraphRAG.
Computer Vision & Medical AI
YOLO v5–v11, ViT, SAM, DINO v2 and medical imaging (retinal, X-ray, MRI, CT).
FinTech & Algorithmic Trading
Dr. Zero NIFTY 50, QuantOracle™, RL-based strategy engines and real-time forecasting.
Privacy-Preserving AI
Federated learning, differential privacy, secure aggregation and HIPAA/GDPR compliance.
Cloud & MLOps
AWS, GCP, Azure, Kubernetes, MLflow, Docker, CI/CD, Databricks and Snowflake.
Positions
CEO & Chief Data ScientistAlgoProfessor AI R&D Solutions
Founder & Director of ResearchAlgoProfessor AI R&D Solutions
Editor-in-ChiefIJCMI
PLOS ONE EditorPublic Library of Science
International Post-Doctoral Research Co-SupervisorNYUST (YunTech) & NKUST, Taiwan
IEEE / Springer ReviewerPh.D. and post-doctoral supervision
AP-Super AI Society
Join the intelligence evolution.
AP-Super AI Society memberships, advancing superintelligence for global innovation.
ASI ⊃ AGI ⊃ AI ⊃ {ML, DL, RL, LLM, Agents}
Associate Member
$250Annual renewal- Research publication access
- Networking opportunities
- 20% workshop discounts
- Online resource library
- Monthly newsletter
Life Member
$500One-time · Lifetime- All associate benefits
- Free annual conference entry
- Research collaboration access
- Priority project funding
- Lifetime validity
Fellow Member
$1,000One-time · Lifetime- All life member benefits
- Voting rights in decisions
- Research grant eligibility
- Mentorship opportunities
- Publication fee waivers
- Professional certification
Distinguished Fellow
$2,000One-time · Lifetime- All fellow benefits
- Advisory board seat
- Keynote speaking invitations
- Research initiative leadership
- Society awards eligibility
- Premium recognition
Early-bird discounts for founding members · apsuperai@algoprofessor.com · www.apsuperai.algoprofessor.com
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