Hi, I'm Aniruddha a &

Outside engineering

CLINICAL AI ASSISTANT

Engineered sub-700ms multimodal clinical assistant using DeepSeek and Janus for text, PDF, and medical imaging diagnostics.

DELIVERABLES

Multimodal RAG Pipeline, LoRA Fine-Tuning, Hybrid Dense/Sparse Retrieval, Clinical Safety Guardrails, Deterministic Scoring

ROLE

AI Specialist & Architect

Clinical Assistant > Hybrid Retrieval RAG LoRA Active

Diagnostic Accuracy +40% Boost

End-to-End Latency < 680ms

LoRA Fine-Tune Gain 85% Match

02 — Exploration & Career

Where I've delivered high-impact intelligence.

2024 — PRESENT

AI Specialist

Association of Data Scientists (ADaSci)

Architected real-time AI video interview system with streaming avatar responses, async FastAPI, and resilient S3 uploads. Authored 70+ technical articles on Generative AI, RAG, and Agentic architectures reaching 50K+ engineers & readers.

KEY ENGAGEMENTS & CLIENT DELIVERABLES

AMD Lead AI & Backend Systems

Developer Engagement Platform & Gamification Engine

Architected gamification engine with 13 activity types and multi-layer deduplication — powering real-time leaderboards for 100K+ developers. Designed admin analytics dashboard with precomputed PostgreSQL views enabling sub-second latency (<42ms).

Multi-Layer Deduplication Edge Functions PostgreSQL Views Real-Time Leaderboards

TATA ELXSI AI Systems Architect

Automated Code Assessment & Scaffolding Engine

Engineered custom boilerplate generation engines supporting 5+ languages with deterministic scoring rubrics and auto-scaffolding sandboxes across seniority bands.

Ready-to-Code Scaffolding Deterministic Rubrics AST Evaluation Test Sandboxes

EXL SERVICE AI & Data Pipeline Engineer

High-Fidelity Synthetic Dataset & Pipeline Engine

Designed automated high-fidelity synthetic datasets across finance, healthcare, and retail. Built scalable data pipelines reducing manual preparation by ~70%.

Synthetic Datasets Scalable Data Pipelines ETL Automation

03 — Story

Building the
intelligent infrastructure
of tomorrow.

I design and deploy distributed AI systems that don't just work — they scale. From multi-agent orchestration to sub-second retrieval pipelines, I obsess over the intersection of latency, reliability, and developer experience.

My work spans enterprise clients like AMD, Tata Elxsi, and EXL, where I've shipped production systems handling real users, real data, and real stakes.

LinkedIn GitHub Email

04 — Publications & Tools

Research & Stack.

IEEE PUBLICATION

Color & Texture Based Similarity Search to Enable Secure Image Sharing on Social Media Platforms

2023 3rd Asian Conference on Innovation in Technology (ASIANCON) • IEEE

Read Paper

AI Systems & RAG

Multi-Agent Orchestration LangGraph CrewAI Hybrid RAG LoRA Fine-Tuning Deterministic Guardrails

Retrieval & Storage

ChromaDB Pinecone FAISS PostgreSQL Neo4j Redis

Backend & Cloud

FastAPI Python Docker Kubernetes AWS GCP

Hi, I'm Aniruddha a AI systems engineer & builder

Color & Texture Similarity Search for Secure Social Media Sharing