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Parth Rastogi

SWE @ Qualcomm | AIR 3 @ Amazon ML Challenge 2025 | Prev Intern @ST Microelectronics, Laika AI, Infradock AI, Heydo Tech

Greater Delhi Area

1+ year of work experience

Qualcomm
Jul 20263 mosPresent

Hyderabad

STMicroelectronics
Feb 20265 moJul 2026

Noida

Authored QUARTZ (published at COLM 2026), a novel method that reduces LLM KV-cache read-path memory bandwidth by 7.4x. Designed calibration-free analytical codebooks and integer lookup-based attention to bypass key vector reconstruction entirely. Achieved 100% passkey retrieval and outperformed FP16 baselines (0.88 vs 0.86) on a long-context suite, validating architectural gains using gem5 simulations on ARM Cortex.
Center for Design and New Media (CDNM), IIIT-Delhi
Jan 20267 mosJul 2026

Delhi, India

My work builds on a formally defined Interaction Grammar, which treats human robot interaction as a structured, timed contract over observable events. The work involves Building a schema validator and AST based validation for correctness of contract as per grammar and also a Ros bag validator for validating events against the contract. Also worked on LLM based report generation and chat interface for the user experience.
InfraDock AI
Jan 20264 mosApr 2026

Noida

Currently working on building a robust document-intelligence pipeline to enable automated understanding of large-scale documents. My work focuses on: • Designing OCR-first pipelines to reliably parse scanned PDFs and Word documents • Structuring documents into machine-readable representations to support downstream LLM-based reasoning and retrieval
Infosys Centre for Artificial Intelligence IIITD
Aug 20255 mosDec 2025

Delhi, India

working on Synthetic data generation for creation of an generalized code dataset.

Parth’s AI Stack

anthropic apis
anthropic apis
antigravity
antigravity
claude code
claude code
claude
claude
codex
codex
github copilot
github copilot

Education

Indraprastha Institute of Information Technology, Delhi

Bachelor of Technology - BTech, Computer Science and Engineering

Indraprastha Institute of Information Technology, Delhi

20224 yrs2026

12th, Science , non medical

St Wilfred's School, panvel

20202 yrs2022

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Headline

SWE @ Qualcomm | AIR 3 @ Amazon ML Challenge 2025 | Prev Intern @ST Microelectronics, Laika AI, Infradock AI, Heydo Tech

About

Final-year CSE student at IIIT Delhi (Dean's List 2023–26) specializing in Machine Learning, LLMs, and systems-level AI. AIR 3 at Amazon ML Challenge 2025 among 20,000+ teams. Meta PyTorch OpenEnv Hackathon Finalist. Currently building KV cache optimization for VLMs at STMicroelectronics. Prior to that, 3x startup intern ; building document intelligence pipelines at InfraDock AI, agentic backend systems at Laika AI, and ML sales forecasting at Heydo Tech. Also hold research experience through IIIT Delhi's CDNM lab and a published arXiv collaboration with Czech Technical University . Core competencies: Python · PyTorch · LLMs · RAG · FastAPI · AWS · Quantization · Fine-tuning (LoRA, QLoRA) · GPU Programming · Computer Vision · Multimodal ML Open to: SDE / ML Engineer / AI Engineer / Data Scientist/ Research roles — India · USA · Europe · Australia · Remote Let's connect....

Location

Greater Delhi Area

AI stack

anthropic apis

antigravity

claude code

claude

codex

github copilot

Work experience

Associate Software Engineer at Qualcomm, Jul 2026 - Present · 3 mos, Hyderabad

Machine Learning Engineer at STMicroelectronics, Feb 2026 - Jul 2026 · 5 mo, Noida, Authored QUARTZ (published at COLM 2026), a novel method that reduces LLM KV-cache read-path memory bandwidth by 7.4x. Designed calibration-free analytical codebooks and integer lookup-based attention to bypass key vector reconstruction entirely. Achieved 100% passkey retrieval and outperformed FP16 baselines (0.88 vs 0.86) on a long-context suite, validating architectural gains using gem5 simulations on ARM Cortex.

Undergraduate Researcher at Center for Design and New Media (CDNM), IIIT-Delhi, Jan 2026 - Jul 2026 · 7 mos, Delhi, India, My work builds on a formally defined Interaction Grammar, which treats human robot interaction as a structured, timed contract over observable events. The work involves Building a schema validator and AST based validation for correctness of contract as per grammar and also a Ros bag validator for validating events against the contract. Also worked on LLM based report generation and chat interface for the user experience.

AI Engineer at InfraDock AI, Jan 2026 - Apr 2026 · 4 mos, Noida, Currently working on building a robust document-intelligence pipeline to enable automated understanding of large-scale documents. My work focuses on: • Designing OCR-first pipelines to reliably parse scanned PDFs and Word documents • Structuring documents into machine-readable representations to support downstream LLM-based reasoning and retrieval

Undergraduate Researcher at Infosys Centre for Artificial Intelligence IIITD, Aug 2025 - Dec 2025 · 5 mos, Delhi, India, working on Synthetic data generation for creation of an generalized code dataset.

Education

Bachelor of Technology - BTech, Computer Science and Engineering, Indraprastha Institute of Information Technology, Delhi

12th, Science , non medical, St Wilfred's School, panvel