01 / PlatformPublic safety
AP Innovate Hub
An AI-assisted collaboration platform for AP Police officers to submit, discover, and manage innovation proposals across districts.
Applied AI / Data & AI Engineer
I build AI systems that hold up in production.
I’m Dinesh — an engineer working at the intersection of production data, LLM applications, agentic workflows, and thoughtful product engineering.
SYSTEM
SIGNAL AI+DATA 2026 / HYD
SIGNAL AI+DATA 2026 / HYD
CONTEXT
TOOLS
OUTCOME
HUMAN
01 intelligence with guardrails
01 / Selected work
Useful systems,
not just demos.
A selection of platforms, copilots, and research projects built around a simple question: how can intelligent systems make a real workflow better?
02 / Agentic systemVoice + data
“Show crime trends in Vijayawada”
SQL→insight
CCTNS Voice Copilot
Voice-first police analytics that turns Telugu and English questions into structured database insights.
View repository ↗03 / IntelligenceRoad safety
HOTSPOT / 03
Road Accident Data Hub
AI-powered safety intelligence for digitizing investigations and surfacing district-level trends.
04 / ProductPayments
₹
payment intent ready
Paytm AI Merchant Assistant
A conversational mobile workflow that helps small businesses prioritize collections and initiate payment requests.
View repository ↗05 / In progressInvestigation AI
ACPIA
IMAGEAUDIOTEXT
ACPIA
Agentic child-protection investigation support for correlating heterogeneous evidence with human oversight.
06 / ResearchComputer vision
93.02%
COPY-MOVE
DETECTION
DETECTION
Identity Document Forgery Detection
CNN-based copy-move forgery detection for document authenticity verification and image integrity.
View repository ↗No projects in this lane yet — try another filter.
02 / Experience
Close to the data.
Closer to impact.
Dec 2024 — presentCurrent
Programmer Analyst — Data & AI Engineer
Cognizant · Hyderabad
Supporting mission-critical US banking data workflows across AB Initio ETL, Mainframe JCL, batch processing, validation, downstream delivery, and SLA-driven production support.
AB InitioGCP Vertex AIGeminiBigQueryGenAI observability
Oct 2023 — Jun 2024
AI/ML Engineer Intern
Decenter AI · Remote
Built LLM integrations, document-ingestion flows, embeddings, vector search, and evaluation workflows using OpenAI, Claude, LangChain, LlamaIndex, RAGAS, and LangSmith.
OpenAIClaudeRAGVector searchLLM evaluation
Sep 2020 — Apr 2024
B.Tech — Computer Science & Engineering
Prasad V Potluri Siddhartha Institute of Technology · Vijayawada
03 / Engineering stack
The layers
behind the model.
I like working across the full path from raw data and system constraints to interfaces that people can trust.
01
Generative AI & agents
RAG · AI agents · multi-agent systems · prompt engineering · LLM orchestration · human-in-the-loop
GeminiOpenAIClaudeLangGraphLangChain
02
Data & retrieval
ETL · embeddings · vector search · data validation · model monitoring
AB InitioBigQuerypgvectorFAISS
03
Full-stack systems
Responsive interfaces, secure APIs, modular backends, and cloud-native delivery.
ReactFastAPINode.jsPostgreSQL
04
Cloud & operations
Production support, observability, cost-aware inference, debugging, and reliable SDLC.
AWSGCPDockerCI/CD
04 / How I work
Reliable AI is more than a smart model.
Intelligence + context + tools + constraints + UX
01Understandthe workflow
→
02Groundin real context
→
03Orchestratetools + agents
→
04Validatewith guardrails
→
05Shipuseful outcomes
05 / Proof of work
Signals I’m
proud of.
PublicationINTCEC 2024
Identity document authentication using copy-move forgery detection with CNN.
CertificationsCCAF + Databricks
Claude Certified Architect — Foundations and Databricks Generative AI Engineer Associate.
HackathonsFinalist mindset
Smart India Hackathon · Intel oneAPI · AI for Andhra Police · Paytm · HackP.
CommunityStreamlit Student Ambassador
Building, learning, and sharing at the edge of applied AI.
Have a hard problem?
Let’s build the
next useful thing.
For applied AI, data engineering, or full-stack product conversations — my inbox is open.