Open to opportunities

Kannika H S

@kannikahs

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Final-year CSE student and ML engineer building production-grade AI, voice agents, and semantic search.

India

Message

What I'm looking for

I seek a full-time US-remote Data Scientist or AI/ML Engineer role where I can independently deliver production-grade ML/LLM systems, collaborate cross-functionally, and continue growing in AI infrastructure and applied research.

I am a final-year Computer Science Engineering student with 15 months of hands-on industry experience across Data Science, Machine Learning, Generative AI, and production-grade AI agent systems. I build end-to-end ML pipelines, LLM-powered applications, semantic search systems, and real-time AI voice agents on cloud infrastructure.

My internships and freelance work include developing search relevance pipelines for e-commerce, deploying LLM-powered content and query systems serving 10,000+ users, and architecting real-time voice agents with LiveKit, Deepgram STT, and TTS. I have delivered measurable improvements such as a 35% gain in model response accuracy, 92%+ fraud detection accuracy in a UPI project, and infrastructure deployments with zero downtime.

I collaborate cross-functionally, optimize data and model workflows, and prefer remote roles where I can independently deliver high-impact AI/ML solutions for US-based technology companies across time zones.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Intern

Current

Slikk

Mar 2026 - Present (3 months)

Conducted EDA on user search queries and built end-to-end text-embedding search relevance pipelines, improving product discovery accuracy for thousands of daily users and reducing intent-result mismatch.

Embeddings Semantic Search Python EDA SQL Cross Functional Collaboration AWS

Current

Generative AI Intern

Current

Topper IAS

Feb 2026 - Present (4 months)

Designed and deployed LLM-powered content generation and query-response systems serving 10,000+ users, engineered prompt templates that improved response accuracy by 35% and automated content workflows to cut manual effort by 50%.

GPT 4 Gemini Prompt Engineering Python Automation NLP

AI Agent Developer

UOne Edtech

Jan 2026 - Feb 2026 (1 month)

Architected and deployed a production-grade real-time AI voice agent using LiveKit, Deepgram STT, and TTS, managing AWS EC2 infrastructure and implementing Python-based orchestration for concurrent call dialogue management.

LiveKit Deepgram AWS EC2 Python Real Time Audio Redis Orchestration

Data Science Intern

TATA 1mg

Sep 2025 - Feb 2026 (5 months)

Built end-to-end data pipelines and ML models for healthcare datasets, reducing data preparation time by 30% and report generation time by 40%, and delivered dashboards adopted by 3+ internal teams.

Python Pandas NumPy scikit learn SQL Data Pipelines Healthcare Analytics

Education

Degrees, certifications, and relevant coursework

Maharaja Institute of Technology, Mysore

Bachelor of Engineering, Computer Science Engineering

2022 -

Grade: 8.7 / 10.0

Pursuing a Bachelor of Engineering in Computer Science Engineering with coursework and projects in machine learning, NLP, and real-time systems; expected graduation in 2026.