Saketh - AI/ML Engineer

About Me

I am currently working as an AI/ML Engineer at Tiger Analytics, where I focus on delivering end-to-end data science solutions that drive real business impact..

Here is a summary of my Education:
B.Tech from Narasaraopeta Engineering College
Post Graduation in Data Science & AI from IIT Roorkee

Over time, I have gained hands-on experience with Python, Generative AI, Machine Learning, NLP, SQL, and AWS Cloud and have successfully developed multiple projects in Machine Learning, AI, and Web Development.

I'm deeply passionate about data and technology, and I enjoy diving deep into problems to extract meaningful insights and deliver impactful solutions.

Get In Touch View Projects

Technical Skills

Python

Machine Learning

Gen AI

NLP

Transformers

🦜🔗 Langchain

ML Libraries

AWS

SQL

MySQL

BigQuery

Vertica

Django

HTML

CSS

JavaScript

Docker

Git

Unix

JIRA

UiPath

Experience

Tiger Analytics

Senior Analyst - Data Science

May 2025 - Present

Architected an autonomous, multi-agent reasoning engine using LangGraph to decompose ambiguous user requests into parallel, dependency-aware execution graphs, reducing query latency by 60%.
Engineered the engine as a self-correcting, schema-aware RAG pipeline where orchestrated agents autonomously produce natural language insights, structured tabular data, and interactive Chart.js configurations from a single user query.
Deployed models using AWS services such as Lambda, EC2, ECR, worked on DynamoDB, Redshift and SageMaker

ValueLabs

Senior Software Engineer - Data Science

April 2023 - May 2025

Developed Machine Learning Model for Sentiment Analysis of customer reviews
Architected Advertisment Recommendation System using collaborative filtering
Engineered a satte-of-art language model using pre-trained advanced transofmers like DistilVert, Bert2
Participated in POC for fine tuning LLAMA2 on custom data set

ValueLabs

Software Engineer

March 2022 - April 2023

Spearheaded python process on Factory Design Mechanism, reduced run time performance by 2X
Delivered 4 high-quality, scalable and secure Web applications using Django
Implemneted several python based automations for handling regular tasks resulted in significant reductions of over 65 working hours monthly

ValueLabs

Internship

Dec 2021 - March 2022

Extracted data from authorized websites for specific clients
Developed several UiPath workflows for the production
Streamlined operations for Finance and HR departments by automating manual tasks
Worked on Uipath Orchestrator and Action Center
managed multiple bots for parallel processing

Personal Projects

Python Opensearch Redis Airflow

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ARXIV Paper Curator

A production-grade hybrid RAG system for real-time semantic search over large-scale docus using BM25, vector embeddings, RRF

Python QloRA Unsloth Hugging Face

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Fine-Tuning LLAMA_3 on Domain Specifc Data

Fine-tuning pipeline to benchmark proprietary models (GPT-4o) against open-source alternatives (Llama-3.2-3B) for a high-volume e-commerce pricing task

Python Langgraph Pydantic

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Viral Tweet Reflector

Improve your tweets with AI-powered feedback and rewriting to make them more viral, clear, and stylish.

Python Langgraph Pydantic

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Multi Agent Tool Calling (MCP)

showcases how to integrate various tool servers with different communication transports for an intelligent agent to leverage.

Python NLP Transformers

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Language Modelling

Language modelling system to enhance text prediction capabilities such as next word generation and masked word completion.

Python Gen AI LangChain

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Chat With PDF

Enabled natural language querying over internal documents. Integrated language models with retrieval-based search techniques using embedding.

Python ML Time Series

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Walmart Sales Forecasting

This focused on predicting the weekly sales of different Walmart stores using SARIMAX.

Python ML Regression

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Car Price Prediction

A machine learning solution designed to estimate the prices of used cars based on various features like model, mileage, year of manufacture, and fuel type etc.