Somya Jangir
@somyajangir
Deep learning and AI researcher focused on applied ML, model benchmarking, and scalable GenAI solutions.
What I'm looking for
I am a deep learning and AI researcher with hands-on experience building end-to-end pipelines for computer vision, speech, and document‑centric GenAI applications.
At Axory AI I developed a deepfake image detection pipeline, trained CNN models with transfer learning, and achieved 95% validation accuracy through systematic experimentation and robust evaluation workflows.
I have collaborated on speech research—curating multi-domain datasets, benchmarking ASR systems like Whisper and Wav2Vec 2.0, and performing detailed error analyses to uncover model failure modes and resource trade-offs.
My projects include a RAG-based AI agent for research paper learning with fine-tuned LLMs, vector DBs, and an interactive Streamlit interface, plus research on startup funding and medical image classification—demonstrating both applied engineering and empirical analysis strengths.
Experience
Work history, roles, and key accomplishments
Deep Learning Research Intern
Axory AI
Oct 2025 - Dec 2025 (2 months)
Built an end-to-end deepfake image detection pipeline including data collection, preprocessing, augmentation, and trained CNN transfer-learning models achieving 95% validation accuracy while designing systematic evaluation workflows for robustness.
Research Collaborator
Verita AI
Aug 2025 - Sep 2025 (1 month)
Curated a multi-domain speech dataset and benchmarked ASR models (Whisper, Wav2Vec 2.0, SpeechBrain CRDNN) using WER/CER, latency, GPU usage, and cost metrics, producing detailed error analyses and failure-mode insights.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Jodhpur
Bachelor of Technology, Engineering
2023 -
Grade: 7.75
Pursuing a B.Tech at IIT Jodhpur with coursework in machine learning, algorithms, and signal processing; cumulative CGPA 7.75.
RBSE Board (Senior Secondary)
High School Diploma, Senior Secondary
Grade: 89.2%
Completed Senior Secondary (Class XII) under RBSE with a percentage of 89.2%.
CBSE Board (Secondary)
High School Certificate, Secondary
Grade: 88.4%
Completed Secondary (Class X) under CBSE with a percentage of 88.4%.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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