Hello, I'm

Lakshya Soni

AI Engineer |

Building production-grade GenAI & Automation systems

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About Me

I'm an AI Engineer passionate about turning complex data challenges into elegant, impactful solutions. With a strong foundation in Machine Learning, NLP, and Generative AI, I specialize in building intelligent systems that automate workflows, extract insights, and drive real business value.

From orchestrating multi-agent AI systems at Deloitte to building automation pipelines that saved 5,000+ man-hours/year at Network18, I bring a results-first approach to every problem I tackle. I focus on delivering measurable impact, resulting in $1.3M+ in estimated annual cost savings and an 85% reduction in manual effort.

When I'm not building AI tools, you'll find me writing about data science, exploring new LLM capabilities, or thinking about how to make complex systems more accessible.

SYSTEMS_BUILT 08+
ANNUAL_COST_SAVINGS $1.3M+
DATA_PRODUCTS_SHIPPED 15
HOURS_RECLAIMED 5000+

Skills & Expertise

Technologies and tools I use to build intelligent solutions

Languages & Core Tools

Python SQL PySpark Docker FastAPI Git Selenium BeautifulSoup

Data Science & AI

LangChain LangGraph Google ADK Gemini RAG ChromaDB LLMOps Evals Prompt Engineering

Cloud & Infrastructure

Vertex AI BigQuery Google Cloud Platform Microsoft Fabric

Data & ML

Scikit-learn Pandas NumPy NER Topic Modeling Hugging Face Transformers Power BI Databricks Streamlit

What I Build

Types of intelligent systems and solutions I architect & deliver

Multi-Agent AI Systems

Orchestrating autonomous LLM agents that analyze intent, delegate tasks, and compose responses in real-time — reducing response times from days to seconds and delivering $1.3M+ in annual savings.

GeminiGoogle ADKVertex AIPubSubRAG
24-48hr → Instant $1.3M+ Saved/Year

Intelligent Automation Pipelines

End-to-end data pipelines that scrape, process, analyze, and report — eliminating manual intervention across departments with zero downtime.

SeleniumBeautifulSoupBigQueryPower BIVertex AI
3000+ Man-Hours Saved/Year

AI-Powered Content Repurposing

Leveraging LLMs to analyze transcripts, identify high-engagement segments, and auto-generate clips — turning hours of manual editing into minutes.

Gemini APIPrompt EngineeringFastAPIDockermoviepy
~85% Less Manual Editing

RAG-Powered Chatbots

Building conversational AI that chats with your documents, PDFs, and presentations — providing instant answers grounded in your proprietary data.

ChromaDBLangChainLangGraphStreamlitRAG
Instant Knowledge Access

NLP & Trend Detection Engines

Real-time pipelines that scrape, extract entities, cluster topics, and surface market trends from hundreds of daily articles using transformer models.

TransformersNERTF-IDFK-MeansLDA
600+ Articles/Day Analyzed

Career Journey

AI Engineer

Deloitte USI
Aug 2025 — Present

Architected a production multi-agent system on Vertex AI Agent Engine using Google ADK to orchestrate customer support, delivering $1.3M+ in cost savings. Built a RAG-powered internal chatbot for semantic search on presentation libraries using ChromaDB and LangGraph.

Data Scientist

Network18
Jun 2023 — Jul 2025

Developed a Sales Intelligence RAG Platform and Enterprise Reporting Automation Pipelines saving 3,500+ man-hours annually. Engineered an AI Video Repurposing Engine reducing manual editing by ~85%, and built a Real-Time Financial News pipeline ingesting 600+ articles daily.

PGP in AI & Data Science

Jio Institute
Graduated 2023 · CGPA: 8.79

Specialized in Artificial Intelligence and Data Science, building a strong foundation in ML algorithms, deep learning, and applied AI. Exchange Programme at Nanyang Technological University (NTU), Singapore focusing on Deep Learning & Statistics.

Executive Engineer

Torrent Gas
Jul 2019 — Jul 2022

Revamped Daily Progress Reporting with Google Data Studio and automated data ingestion. Led the design and implementation of a comprehensive steel pipeline network in Jaipur from surveys to construction.

B.Tech in Power Engineering

NPTI
Graduated 2019 · CGPA: 8.38

Built the engineering fundamentals that fuel my systematic approach to problem solving.

Latest Articles

Thoughts on Data Science, AI, and building intelligent systems

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