Neha Pandey
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AI Systems Engineer · Prayagraj, India

Neha Pandey

LLM Fine-tuning  ·  RAG Architecture  ·  Algorithmic Engineering

Building intelligent systems at the boundary of language model alignment, retrieval architecture, and high-performance computation. Scroll to traverse the landscape — or hit Pilot Mode to fly freely through the world.

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Capability Stack

Technical Anatomy

Specializing in high-performance AI systems where complex algorithms meet efficient machine execution.

System Optimization
Expert C++ · STL · Template Metaprogramming
Memory Management · CUDA · Low-level Ops
Neural Intelligence
LLM Fine-tuning (RLHF/DPO) · RAG Architecture
PyTorch · TensorRT · Model Quantization
Algorithmic Core
Advanced DSA · Dynamic Programming
Graph Theory · Vector Search Optimization
Scalable Infrastructure
FastAPI · Python · PostgreSQL
Docker · Git · Linux Systems
LibTorch LangChain FAISS TensorFlow REST APIs GitHub Actions
Flagship · Final Year Project · 2025–26

Multimodal COPD
Prediction System

Most COPD screening tools rely on a single modality. This system fuses lung sound recordings, clinical survey data, and chest imaging into a unified deep learning pipeline. Lightweight, built on public clinical datasets — designed for reliable early detection where resources are constrained.

Deep LearningAudio Analysis Clinical MLPyTorchMultimodal AI
Live demo coming soon
Project · RAG Architecture

AI Knowledge
Assistant

Transforms unstructured PDFs into interactive knowledge bases. FAISS vector stores with all-MiniLM-L6-v2 embeddings power high-precision semantic retrieval. Citation-backed answers with page-level metadata eliminate hallucinations.

PythonLangChain FAISSGeminiStreamlit
Live Demo
Project · Review Intelligence

Code Review
Intelligence

Watches code evolve through pull requests and injects analytical signals — Big-O complexity detection, vulnerability scanning, style enforcement. Integrated with GitHub REST API to trigger automated PR feedback.

PythonFlask GitHub APIOpenAI
View on GitHub
Live demo coming soon
Project · Refactor Engine

C++ Refactor
API

High-velocity code analysis — scanning in real-time, identifying structural inefficiencies, emitting refactoring signals via REST. Hot-path profiling and efficient STL data structures drive pattern matching at machine speed.

C++REST API nlohmann-jsonSTL
View on GitHub
Live demo coming soon
Formation · Career Path

Evolved
Pathways

Feb 2026 – Present · Remote
AI Engineer(LLM)
Ethara AI
  • Building production AI systems — LLM pipelines, RAG, and ML infrastructure
  • End-to-end model development from data engineering through deployment
  • Research-driven approach to language model alignment and retrieval systems
Nov 2022 – Nov 2026 · Prayagraj, UP
Bachelor's of Technology — Computer Science (AI/ML)
United College of Engineering & Research
  • 500+ LeetCode problems · Top 15% global rating · DP, Graphs, Trees
  • Hacktoberfest 2025 Supercontributor — 6+ merged PRs across Python & C++
  • Google India Girl Hackathon 2025 — Shortlisted (top percentile)
Signal Terminus

Let's
Connect

Open to AI/ML roles, research collaborations, Computer Vision Engineer, Backend Architect and projects that demand systems thinking. Every message receives a thoughtful response.

Open to opportunities · 2026
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Current Role
AI Engineer(LLM) · Ethara AI
Location
Prayagraj, Uttar Pradesh, India
Timezone
UTC +05:30 (IST)
Education
Bachelor's of Technology CS (AI/ML) · Graduating 2026
Looking For
AI/ML Roles · Research · Collaboration
Available for remote, hybrid roles and worldwide