Applied ML
Medical AI
Audio and vision models for screening workflows, including cough-based TB risk and oral-cancer visual identification.
Google HeARGemmaPyTorchHugging Face
System Active — Ready for Mission
Sachiv
ID: SACHIV_C
C
AI Engineer & Creative Technologist
Specializing in intelligent systems and human-centered design
Begin Journey
Profile
AI engineer building practical medical and agentic systems.
I'm an AI Engineer and Creative Technologist passionate about building intelligent systems that enhance human creativity and productivity.
My work spans medical AI, audio screening, vision fine-tuning, autonomous agents, RAG systems, and product prototypes that turn research ideas into working tools.
10+
AI Models Tinkered
5+
Projects Deployed
25+
Technologies Mastered
100%
Dedication Level
Capabilities
Focused on AI systems that can be trained, served, used, and shipped.
AI Agents
Agent Systems
Autonomous research flows, multi-step tool use, and graph-based orchestration for practical AI systems.
LangGraphMCPPythonTool Use
LLM Engineering
RAG & NLP
Retrieval pipelines, document understanding, semantic search, and LLM-backed product workflows.
RAGEmbeddingsFastAPIVector Search
Model Serving
AI Inference
Turning trained models into usable APIs and demos with practical latency, batching, and deployment constraints in mind.
Inference APIsFastAPIVercelHugging Face
Deployment
DevOps
Shipping AI projects with reproducible environments, containerized services, backend deployment, and reliable project handoff.
DockerRailwayGitHub ActionsLinux
Build & Ship
Product Prototypes
Working demos, dashboards, bots, and web apps that make models usable outside notebooks.
Next.jsReactDockerPostgreSQL
Selected Work
Featured Work
AI Research
AI Research
Prometheus Lab - Autonomous AI Research Lab
Cutting-edge autonomous AI research laboratory capable of conducting independent research, generating hypotheses, and executing experiments with minimal human intervention.
PythonLangGraphMulti-Agent SystemsResearch Automation
Medical AI
Medical AI
HeAR-TB - TB Cough Screening with Google HeAR
Domain-aware dual-head model for tuberculosis cough screening. It keeps Google HeAR frozen, trains separate experts for natural and forced coughs, then averages patient-level risk scores for a final TB screening signal.
Patient AUC 0.7476 +/- 0.0932
Sensitivity ~0.78-0.83
Accuracy 0.728 +/- 0.060
Google HeARPythonAudio MLMedical AIHugging Face
Medical Vision AI
Medical Vision AI
Gemma 4 E2B Oral Cancer Vision Fine-Tuning
Fine-tuned Gemma 4 E2B for oral-cancer visual identification using a custom oral YOLO dataset, focused on supporting medical image screening workflows.
Oral cancer visual screening
Custom dataset pipeline
Model hosted on Hugging Face
Gemma 4 E2BVision Fine-TuningYOLO DatasetMedical AIHugging Face
AI/ML
Autonomous Chronos Discord Bot
Production-ready Chronos bassed discord chatbot with text,image and voice capabilities.
PythonPyTorchOpenCVDocker
Milestones
My Journey
Nov 2022
B.Tech in AI&DS
Anna University Regional Campus Coimbatore
Coimbatore, TN
Graduated with honors. Focus on systems programming and algorithms. Built autonomous robotics projects.
RoboticsAlgorithmsSystems
Show more
▼
Sep 2022
B.S. Data Science
IIT Madras
Remote, TN
Specialized in Artificial Intelligence and Machine Learning. Thesis on neural architecture search optimization.
AI/MLResearchAcademia
Show more
▼
Jun 2025
Hackathon Winner(15000$)
BioProtocol.
San Francisco, CA
Made Chronos an image to Hypotheseis genreating engine.
Machine LearningTeam LeadershipKnowledge Graphs
Show more
▼
Jul 2025
Jr Researcher
IEEE.
Remote
Predicting Breath Cancer using DCE-MRI Images.
Machine LearningDeep LearningKnowledge Graphs
Show more
▼
Sep 2025
Jr Ai Engineer
SpineDAO.
Remote
BUilding Social Network for Spine Surgeons.
Machine LearningTeam LeadershipKnowledge Graphs
Show more
▼
Feb 2026
Hackathon Winner ($5,000) - Kaggle MedGemma Impact Challenge
Hosted by Google DeepMind
Kaggle
Won the MedGemma Impact Challenge with BigTB6, a medical AI project focused on real-world clinical impact.
Google DeepMindKaggleMedical AIMedGemma
View Kaggle WriteupShow more
▼
Collaborators
People I have built and learned with.
A compact view of mentors, collaborators, teammates, and people who shaped the work behind the portfolio.
Sidharth
Teammate
Mentor
Winning together at Hackathons and beyond!
Venkat Muthu
Computational Biologist@Yale
Mentor
Guided me through the maze of research and life.
Dr. Amit Agarwal
Professor of Computer Science at Amrita Vidhyapeetham
Academic Advisor
Did Research Project unser his guidance.
Vincent Challerie
FOunder@SpineDAO
Founder
Collaborated on SpineDAO project with his guidance.
Nassim dheouche
Lead Developer@SpineDAO
Inspiring Encounter
Coached and supported me for our contribution to SpineDAO.
Erik van Winkle
Organizer BIOPROTOCOL
Workshop Instructor
Helped me all sorts related to BioProtocol. Great man!
Contact
Let's Connect
Build something useful.
I am open to AI engineering work around agents, medical AI prototypes, RAG systems, and research-to-product builds.
Email
sachiv.csv@gmail.comLocation
Chennai
© 2026 Sachiv C.
Built with Next.js, Framer Motion & GSAP