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Gaurang singh

Data Science Dual-Degree @ IIT Madras & IIST Indore | ML/NLP | Published Researcher (94.8% acc.) | Building StressSense (On-Device ML) | DOP | VISUAL STORYTELLER

Mumbai

2+ years of work experience

Freelance
20233 yrs 8 mosPresent

Covered corporate events, college fests, weddings, and product shoots as lead photographer and videographer. Delivered edited photo galleries and short highlight films with full post-processing — colour correction, retouching, and final delivery in client-ready formats.
Freelance
20233 yrs 8 mosPresent

Served as director of photography on short films, music videos, and documentary projects. Responsible for shot planning, camera operation, lighting setup, and on-set direction. Collaborated with directors to translate scripts into compelling visual narratives.
Freelance
20233 yrs 8 mosPresent

Cut and delivered reels, brand videos, product promos, and YouTube content for clients across fashion, lifestyle, and tech. Produced animated titles, lower thirds, and motion graphic sequences in After Effects. Color graded footage to match client brand aesthetics.
Fixo
Aug 20254 mosNov 2025

Developed and deployed data-driven machine learning models for strategic analytics and automation solutions. Trained and fine-tuned AI models using Python, TensorFlow, Scikit-learn, achieving improved model accuracy and efficiency. Collaborated with cross-functional teams, demonstrating strong stakeholder management, to identify high-impact automation opportunities, resulting in significant reduction of manual processing time.
ACET
Jul 20251 yr 1 moJul 2026

Ensemble Learning for Cardiovascular Disease Detection ACET 2025 · Published Paper Built and evaluated an ensemble ML model for cardiovascular disease detection, achieving 94.8% accuracy. Owned the full research pipeline: data cleaning, feature engineering, model selection, and evaluation — then defended the methodology through peer review for publication.
Paradox, IIT Madras
Nov 20231 yr 11 mosSep 2025

India

Produced end-to-end video content and motion graphics for Paradox — IIT Madras's flagship technical festival, reaching an audience of 3,000+ attendees annually across digital and on-ground platforms. Designed 50+ visual assets including social media creatives, event posters, and promotional reels, maintaining brand consistency across a 2-year campaign lifecycle. Owned the post-production pipeline — from raw footage assembly to color grading and export — independently delivering projects within 48-hour turnarounds during event weeks. Collaborated with a cross-functional team of 15+ coordinators to align visual output with event themes, sponsor deliverables, and social media strategy.
Corbett House, IIT Madras
Oct 20231 yr 2 mosNov 2024

India

Designed visual communication materials — posters, banners, and digital content — for inter-hostel events, competitions, and cultural initiatives within IIT Madras's residential system. Built a consistent visual identity for Corbett House across 3 major inter-hostel events, helping the house establish stronger brand recall within the campus community. Executed design briefs under tight deadlines, delivering 30+ assets over 13 months while managing concurrent academic coursework — a direct exercise in prioritisation and output consistency.

Gaurang’s AI Stack

antigravity
antigravity
codex
codex

Education

Indian Institute of Technology, Madras

Indian Institute of Technology, Madras

20235 yrs2028
Indian Institute of Technology, Madras

Bachelor of Science, Data Science

Indian Institute of Technology, Madras

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Headline

Data Science Dual-Degree @ IIT Madras & IIST Indore | ML/NLP | Published Researcher (94.8% acc.) | Building StressSense (On-Device ML) | DOP | VISUAL STORYTELLER

About

I like problems that don't have a clean answer yet — that's what pulled me into data science. I'm pursuing a dual degree at IIT Madras (B.Sc. Data Science & Programming) and IIST Indore (B.Tech Computer Science), one of the few paths in India that runs both at once. Most of my time goes into turning data into decisions: cleaning it, modeling it, and being honest about where a model breaks. A few things I've worked on: Published a paper at ACET 2025 on ensemble learning for cardiovascular disease detection, reaching 94.8% accuracy — the kind of project that forces you to defend every modeling choice, not just report a number. Interned on AI/ML at Fixo , working hands-on with real pipelines and production constraints. Currently building StressSense, an on-device Android stress detection app — end-to-end, from ML pipeline design to a full technical spec (SRS v2.0.0) to the Android architecture itself. Certified in Applications of AI for Anomaly Detection and Google Cloud's data-sharing skill badge. I also have an unusual second track: I've led visual/creative work for IIT Madras's flagship festival Paradox and co-founded a small creative studio which mostly means I'm comfortable taking a messy, ambiguous problem (whether it's a dataset or a deliverable) and shipping something clear on a deadline. Open to data science, ML, and applied research roles especially where rigor and communication both matter

Location

Mumbai

AI stack

antigravity

codex

Work experience

Photography Specialist at Freelance, 2023 - Present · 3 yrs 8 mos, Covered corporate events, college fests, weddings, and product shoots as lead photographer and videographer. Delivered edited photo galleries and short highlight films with full post-processing — colour correction, retouching, and final delivery in client-ready formats.

Film Specialist at Freelance, 2023 - Present · 3 yrs 8 mos, Served as director of photography on short films, music videos, and documentary projects. Responsible for shot planning, camera operation, lighting setup, and on-set direction. Collaborated with directors to translate scripts into compelling visual narratives.

Video Editor at Freelance, 2023 - Present · 3 yrs 8 mos, Cut and delivered reels, brand videos, product promos, and YouTube content for clients across fashion, lifestyle, and tech. Produced animated titles, lower thirds, and motion graphic sequences in After Effects. Color graded footage to match client brand aesthetics.

Intern at Fixo, Aug 2025 - Nov 2025 · 4 mos, Developed and deployed data-driven machine learning models for strategic analytics and automation solutions. Trained and fine-tuned AI models using Python, TensorFlow, Scikit-learn, achieving improved model accuracy and efficiency. Collaborated with cross-functional teams, demonstrating strong stakeholder management, to identify high-impact automation opportunities, resulting in significant reduction of manual processing time.

Independent Researcher at ACET, Jul 2025 - Jul 2026 · 1 yr 1 mo, Ensemble Learning for Cardiovascular Disease Detection ACET 2025 · Published Paper Built and evaluated an ensemble ML model for cardiovascular disease detection, achieving 94.8% accuracy. Owned the full research pipeline: data cleaning, feature engineering, model selection, and evaluation — then defended the methodology through peer review for publication.

Video Editor and Graphics Designer at Paradox, IIT Madras, Nov 2023 - Sep 2025 · 1 yr 11 mos, India, Produced end-to-end video content and motion graphics for Paradox — IIT Madras's flagship technical festival, reaching an audience of 3,000+ attendees annually across digital and on-ground platforms. Designed 50+ visual assets including social media creatives, event posters, and promotional reels, maintaining brand consistency across a 2-year campaign lifecycle. Owned the post-production pipeline — from raw footage assembly to color grading and export — independently delivering projects within 48-hour turnarounds during event weeks. Collaborated with a cross-functional team of 15+ coordinators to align visual output with event themes, sponsor deliverables, and social media strategy.

Graphic Designer at Corbett House, IIT Madras, Oct 2023 - Nov 2024 · 1 yr 2 mos, India, Designed visual communication materials — posters, banners, and digital content — for inter-hostel events, competitions, and cultural initiatives within IIT Madras's residential system. Built a consistent visual identity for Corbett House across 3 major inter-hostel events, helping the house establish stronger brand recall within the campus community. Executed design briefs under tight deadlines, delivering 30+ assets over 13 months while managing concurrent academic coursework — a direct exercise in prioritisation and output consistency.

Education

Indian Institute of Technology, Madras

Bachelor of Science, Data Science, Indian Institute of Technology, Madras