Hello, I'm

Lakshya Soni

Data Scientist |

Building intelligent systems with Machine Learning, Generative AI & Automation

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About Me

I'm a Data Scientist 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 3000+ man-hours/year at Network18, I bring a results-first approach to every problem I tackle. I believe the best data science isn't just technically sound — it's deployed, adopted, and making an impact.

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.

0 + Agent & RAG Systems Built
0 + Industries Served
(Consulting, Media, Energy)
0 + Data Products Built
0 + Man-Hours Saved

Skills & Expertise

Technologies and tools I use to build intelligent solutions

Languages & Core Tools

Python SQL Docker FastAPI Streamlit Power BI Git

Data Science & AI

LLMs (Gemini) Prompt Engineering RAG NLP / NER Topic Modeling Transformers Hugging Face Scikit-learn Pandas NumPy LangChain LangGraph

Cloud & Infrastructure

Google Cloud Vertex AI BigQuery Cloud Run PubSub ChromaDB

Automation & Scraping

Selenium BeautifulSoup pywinauto Web Scraping Data Pipelines Google ADK

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.

GeminiGoogle ADKVertex AIPubSubRAG
24-48hr → Instant

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

Computer Vision Solutions

Image classification models for industrial quality control — automatically detecting defects and anomalies with high accuracy, replacing tedious manual inspection.

CNNsImage ClassificationPythonTensorFlow
~91% Accuracy

Career Journey

Data Scientist

Deloitte USI
Aug 2025 — Present

Building multi-agent AI orchestration systems on Vertex AI using Google ADK and Gemini. Developing intelligent chatbots powered by RAG for enterprise knowledge discovery.

Data Scientist

Network18
Jun 2023 — Jul 2025

Built market intelligence tools, NLP-powered trend detection engines, AI video repurposing solutions, and automation pipelines that saved 3000+ man-hours annually. Delivered end-to-end data products using LLMs, scraping, and cloud infrastructure.

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.

Executive Engineer

Torrent Gas
Jul 2019 — Jul 2022

Developed computer vision models for industrial quality control (~91% accuracy), automated field reporting workflows with Google Data Studio, and led infrastructure projects spanning surveys to construction.

B.Tech in Power Engineering

NPTI
Graduated 2019 · CGPA: 8.38

Built the engineering fundamentals that fuel my systematic approach to solving data science problems.

Latest Articles

Thoughts on Data Science, AI, and building intelligent systems

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