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Krutik TikamKT
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Krutik Tikam

@krutiktikam

AI and backend engineer building local-first LLM, RAG, and computer-vision systems, including a soccer tracking pipeline running at 87ms per frame.

India
Message

My soccer tracking project combines fine-tuned YOLOv8 detection with re-identification and camera-motion compensation. It reached 84.4% mAP@50 and runs end to end at 87ms per frame.

For OmniMath-Local, I built an async FastAPI backend serving a local model through Ollama, with ChromaDB retrieval and SymPy verification. On an RTX 3050 with 4GB VRAM, average request latency was 2.06 seconds.

I also built AURA HUD, an offline desktop assistant with a Rust/Tauri shell and FastAPI sidecar. It streams audio to Faster-Whisper for offline voice input and uses Ollama for local responses.

As a Software Engineering Intern at Talent Corner HR Services Private Limited, I built Flask REST APIs connecting a Python AI document generator to a React/Node.js frontend and implemented OTP-based login verification.

Experience

Work history, roles, and key accomplishments

TL

Software Engineering Intern

Talent Corner HR Services Private Limited

Dec 2025 - Feb 2026 (2 months)

Built Flask REST APIs connecting a Python AI document generator to a React/Node.js frontend. Implemented OTP-based login verification and extended PostgreSQL schemas for dashboard user tracking.

Education

Degrees, certifications, and relevant coursework

NC

Nagandas Khandwala College

B.Sc., Computer Science

2023 -

Pursuing a B.Sc. in Computer Science with a specialization in Artificial Intelligence and Machine Learning, expected to complete in 2026.

AW

AWS

AWS Data Engineering for Generative AI Applications, Cloud Engineering

Completed the AWS Data Engineering for Generative AI Applications certification.

AW

AWS

AWS Connecting Systems and Machines for Industrial Manufacturing, Cloud Engineering

Completed the AWS Connecting Systems and Machines for Industrial Manufacturing certification.

MI

Microsoft

Microsoft Azure Cloud Computing (SDP), Cloud Engineering

Completed the Microsoft Azure Cloud Computing (SDP) certification.

DE

DeepLearning.AI

Machine Learning Specialization, Machine Learning

Completed the Machine Learning Specialization from DeepLearning.AI.

TE

TensorFlow

TensorFlow Developer Certificate, Machine Learning

Earned the TensorFlow Developer Certificate.

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