Yaduru Sri Guru Pratheek Reddy profile photo 1 on Tal

Yaduru Sri Guru Pratheek Reddy

AI | Philosophy | IIT Ropar ’25

Hyderabad

1+ year of work experience

Tata Electronics
Nov 20255 mosMar 2026

Bengaluru

• Identified undocumented operational bottlenecks and architected deployable AI-driven automation systems. • Engineered 3 production-grade Python PDF extraction pipelines, eliminating ∼6 years of cumulative manual effort. • Designed and deployed FastAPI-based internal web interfaces to operationalize AI workflows. • Built an AI-Agent driven shipment transit tracker using Playwright, LangGraph. Reducing ∼19 hour/day across 19 stakeholders. • Owned full lifecycle delivery: problem discovery, research, development, deployment, and validation.
Turing
Jun 20255 mosOct 2025

Remote

Data Analyst (AI Systems) • Curated structured datasets with prompt-variation strategies to improve robustness of agentic AI systems. • Stress-tested multi-step AI agent workflows and conducted systematic failure analysis to improve stability. • Designed fallback tool orchestration strategies preventing∼2 day delivery delays per monthly cycle. • Contributed to onboarding of 13 team members.
WorldQuant
Apr 20235 moSep 2023

Remote

• Developed 40+ hypothesis-driven alpha signals with statistical validation (avg. Sharpe 1.72). • Applied market-, sector-, and industry-neutralization techniques to reduce factor bias and overfitting. • Automated alpha generation and backtesting pipelines in Python for rapid experimentation.
GitHub
@pratheekreddyyaduru

Yaduru’s AI Stack

aistudio
aistudio
antigravity
antigravity
gemini
gemini
langchain
langchain
huggingface
huggingface
Amazon Q Developer
Amazon Q Developer

Education

Indian Institute of Technology, Ropar

Bachelor of Technology, Electrical and Electronics Engineering

Indian Institute of Technology, Ropar

20214 yrs2025
Sri Chaitanya College of Education

maths physics chemistry

Sri Chaitanya College of Education

20192 yrs2021

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Yaduru Sri Guru Pratheek Reddy on Tal

Headline

AI | Philosophy | IIT Ropar ’25

Location

Hyderabad

AI stack

aistudio

antigravity

gemini

langchain

huggingface

Amazon Q Developer

Work experience

AI Engineer at Tata Electronics, Nov 2025 - Mar 2026 · 5 mos, Bengaluru, • Identified undocumented operational bottlenecks and architected deployable AI-driven automation systems. • Engineered 3 production-grade Python PDF extraction pipelines, eliminating ∼6 years of cumulative manual effort. • Designed and deployed FastAPI-based internal web interfaces to operationalize AI workflows. • Built an AI-Agent driven shipment transit tracker using Playwright, LangGraph. Reducing ∼19 hour/day across 19 stakeholders. • Owned full lifecycle delivery: problem discovery, research, development, deployment, and validation.

Data Analyst at Turing, Jun 2025 - Oct 2025 · 5 mos, Remote, Data Analyst (AI Systems) • Curated structured datasets with prompt-variation strategies to improve robustness of agentic AI systems. • Stress-tested multi-step AI agent workflows and conducted systematic failure analysis to improve stability. • Designed fallback tool orchestration strategies preventing∼2 day delivery delays per monthly cycle. • Contributed to onboarding of 13 team members.

Research consultant (part-time) at WorldQuant, Apr 2023 - Sep 2023 · 5 mo, Remote, • Developed 40+ hypothesis-driven alpha signals with statistical validation (avg. Sharpe 1.72). • Applied market-, sector-, and industry-neutralization techniques to reduce factor bias and overfitting. • Automated alpha generation and backtesting pipelines in Python for rapid experimentation.

Education

Bachelor of Technology, Electrical and Electronics Engineering, Indian Institute of Technology, Ropar

maths physics chemistry, Sri Chaitanya College of Education

Public links

github: https://github.com/pratheekreddyyaduru